#  @ubicoders ubicoders ubicoders posts on YouTube about vision, embedded, engineering, python the most. They currently have [------] followers and [--] posts still getting attention that total [---] engagements in the last [--] hours. ### Engagements: [---] [#](/creator/youtube::UC2RxqAYQt-LBs3paWv78rLA/interactions)  - [--] Week [-----] +64% - [--] Month [-----] +67% - [--] Months [------] +6.30% - [--] Year [-------] +57% ### Mentions: [--] [#](/creator/youtube::UC2RxqAYQt-LBs3paWv78rLA/posts_active)  ### Followers: [------] [#](/creator/youtube::UC2RxqAYQt-LBs3paWv78rLA/followers)  - [--] Week [------] no change - [--] Month [------] +2.20% - [--] Months [------] +33% - [--] Year [------] +116% ### CreatorRank: [---------] [#](/creator/youtube::UC2RxqAYQt-LBs3paWv78rLA/influencer_rank)  ### Social Influence **Social category influence** [finance](/list/finance) [gaming](/list/gaming) **Social topic influence** [vision](/topic/vision) #1666, [embedded](/topic/embedded) #78, [engineering](/topic/engineering) #2349, [python](/topic/python), [drone](/topic/drone) #699, [how to](/topic/how-to), [deep](/topic/deep), [beginner](/topic/beginner), [human](/topic/human), [sensor](/topic/sensor) **Top accounts mentioned or mentioned by** [@ucm5mta4w61lknz9lcsztbw](/creator/undefined) **Top assets mentioned** [FilesCoins Power Cu (FILECOIN)](/topic/files) [Robot Consulting Co., Ltd. (LAWR)](/topic/robot) ### Top Social Posts Top posts by engagements in the last [--] hours "My Secret: How I Became an Autonomous Robotics Engineer I struggled a lot when I wanted to build an autonomous robot. Everyone else made hobby robots using Arduino with blinking LEDs and toy servo motors. But I wanted more than that. More serious engineering project that could actually help people. So I went to college professors office hours and asked them how to build one. They said study linear algebra differential equation control theory code and so on. These are just a list of textbook names. But we know this trick. Even though you study all these textbooks you cant build an autonomous" [YouTube Link](https://youtube.com/watch?v=KsirntbBt6I) 2024-10-02T00:38Z 18.9K followers, 164.7K engagements "Map For Professionals Transitioning to Robotics. Don't Downgrade #roboticsengineering #autonomousvehicles #roboticsroadmap Robotics roadmap is the most popular question I have received regarding robotics engineering. Yet I do not see any single best roadmap. Instead I tried to map out the field of robotics as much as possible from control engineering math and dynamics coding and artificial intelligence. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Robotics 101: https://bit.ly/41TdOmo" [YouTube Link](https://youtube.com/watch?v=V8OV4yUDtxA) 2025-02-23T19:39Z 18.9K followers, 135.4K engagements "Why I Moved to These Data Pipeline Frameworks. #roboticsengineering #zenoh #robotsimulator #roboticsmiddleware #autonomousvehicles ROS bottlenecks serialization overhead and real robotics alternatives in this video I explain why I often see ROS as both a gift and a cage. From forced OS and compiler versions to unnecessary serialization delays Ill show you the challenges and how Ive worked around them. I demo real-world use cases of Zenoh and Iceoryx2 showing how I stream stereo images at [--] Hz directly from Unity with minimal delay bypassing ROS serialization entirely. Along the way I unpack" [YouTube Link](https://youtube.com/watch?v=NjeEUu6G-Dk) 2025-09-21T14:00Z 18.9K followers, [----] engagements "Self-Driving Cars are Impossible Without This (It's Not AI) #autonomousvehicles #autonomousnavigation #computervision #autonomousrobots VISUAL ODOMETRY. Explore real-time car motion tracking with FLIR BlackFly cameras a key component in many autonomous vehicles. This setup demonstrates the practical challenges of moving from simulation to real-world robotics especially in areas like robot navigation and machine vision. Overcoming these hurdles is crucial for robust computer vision and successful SLAM implementations leading to better visual SLAM. In this video I show you how I built a" [YouTube Link](https://youtube.com/watch?v=cFXh4TOjERc) 2025-10-24T21:32Z 18.9K followers, [----] engagements "How I Finally "Got" Math for Robotics (After Failing Linear Algebra) #robotics #math #sensorfusion #codingandrobotics When I was working on my robotics project for my master's program math kept coming up from every research paper. As a math illiterate catching up the other math literates was quite challenging for me. But I think I have found a way to be able to read the math. I needed to stick to the definition. And I didn't have to always animate the math simulation in my head. In a way using math in robotics coding is like using APIs." [YouTube Link](https://youtube.com/watch?v=jxYXXSt4S1g) 2024-11-17T00:55Z 18.9K followers, [----] engagements "A Secret Tool for Autonomous Vehicle Engineers and Students #drone #ros2 #controlsystems The virtual robot simulation at ubicoders.com is now up and running. The virtual robots are developed to collect data test control algorithms and explore other potential applications for autonomous vehicle-related research education and training. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Git repo:https://github.com/ubicoders/yt_tutor. ➡ Virtual multi-rotor: https://www.ubicoders.com/virtualrobots" [YouTube Link](https://youtube.com/watch?v=2EleWA9xIek) 2024-07-09T03:25Z [----] followers, [---] engagements "Stop Wasting Time: The Essential Tools for Robotics & Autonomous Vehicle Development #roboticsengineering #pixhawk #autonomousvehicles #computervision Let's talk about the tools I use in my daily lives as a robotics engineer. I use Pixhaw Nvidia Jetson series computers cameras and different software stacks. Dive in ----------------------------------------------------------------------------------- 📝In-video sources ➡ virtual robots: https://www.ubicoders.com/virtualrobots ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin:" [YouTube Link](https://youtube.com/watch?v=5FjrLXYVO7I) 2025-06-23T23:27Z 18.9K followers, [----] engagements "The Robotics Math Road Map: Trig Derivatives & Integration for Engineers (Your First Step) Calculus and trig functions for robotics. ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub:" [YouTube Link](https://youtube.com/watch?v=7XHMQhnANOU) 2025-04-17T03:13Z 18.9K followers, [----] engagements "From Math Class to Real Robots: Practical Linear Algebra for Autonomous Systems ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/" [YouTube Link](https://youtube.com/watch?v=7h8w9ipi104) 2025-04-23T13:00Z 18.9K followers, [---] engagements "Your Robotics Career Needs This: The Truth About Research vs. Development #controlsystems #roboticsengineering #drone #nonlinear #datascience Robotics engineering is composed of control systems with nonlinear dynamics. Like data science modeling the data from the system is the game rule to optimize the robot's controller. ----------------------------------------------------------------------------------- 📝In-video sources ➡ UTIAS paper: https://arxiv.org/abs/1810.03196 ➡ SiNDY paper: https://arxiv.org/abs/1509.03580 ➡ Steve Brunton: https://www.youtube.com/@UCm5mt-A4w61lknZ9lCsZtBw" [YouTube Link](https://youtube.com/watch?v=AliZclyVLow) 2024-12-15T01:08Z 18.9K followers, [----] engagements "Why Your Robot Project Doesn't Land On a Job. Do THIS Instead #roboticsengineering #autonomousvehicles #uav #drone #robotics #issacsim #kalmanfilter Applying for robotics grad school or jobs Don't just pile on projects and fancy keywords. Instead demonstrate the depth and complexity of the problems you've tackled. This video outlines how to truly stand out in your job interview by showcasing your problem-solving skills in the tech jobs market. ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://bit.ly/4lPbjZt" [YouTube Link](https://youtube.com/watch?v=C6qPhUt493o) 2025-07-29T12:00Z 18.9K followers, 11.7K engagements "Your Robotics Career: What NOBODY Tells You (Until It's Too Late) #robotics #codingandrobotics #autonomousvehicles I struggled a lot when I realized that I had to study lots of math for robotics and coding. I almost thought my major is like applied math. I didn't see what's coming. I just wanted to build a robot and play with it. However robotics as a profession is totally at a different level. To avoid repeating the same mistakes on your side I made this video to describe what the robotics engineering job would be like in the most realistic manner. I hope this can help by creating realistic" [YouTube Link](https://youtube.com/watch?v=FEpuFw3rsto) 2024-11-04T03:30Z 18.9K followers, 32.6K engagements "Faster Than ROS: Lightweight Tools to Test Cool Robotics Ideas in Minutes #robotoperatingsystem #roboticsengineering #grpc I didn't know alternative tools than the Robot Operating System ROS. I thought ROS was the only message delivery system. However many others use general message communication. Some of them have higher latency than ROS while others have lower latency. But not all tools are perfect. Each has its own benefits and downsides. Compare them and choose the one that fits the best. Let me compare a few of them for you." [YouTube Link](https://youtube.com/watch?v=Ff3Fic12u0A) 2025-03-22T07:00Z 18.9K followers, [----] engagements "The Stereo Vision Trick Every Industrial Robot Uses (Code Walkthrough) #computervision #autonomousnavigation #autonomousvehicles #robotics #roboticsengineering #stereocamera Robust perception based on computer vision is critical for autonomous navigation whether it's for self-driving cars drones or robots. But have you ever wondered why we need two eyes to perceive depth accurately In this video Ill prove the math behind why two eyes (or two cameras) are essential for 3D world estimationand why your robots need stereo vision too" [YouTube Link](https://youtube.com/watch?v=GrI8Zdjlj4A) 2025-03-16T07:00Z 18.9K followers, [----] engagements "A.I. Drone Revitalized After a Decade Episode 1: Human-Robot Interaction In this video series I embark on an exciting journey to resurrect my old AI-powered drone a project I started back in [----] during my undergrad years. After sitting idle for nearly a decade it's time to bring this semi-autonomous drone back to life upgrade its components and integrate advanced AI functionalities. In this first episode we inspect the old hardware fix the frame and replace outdated electronics with modern alternatives like the Pixhawk autopilot and NVIDIA Jetson embedded computer. I'll guide you through the" [YouTube Link](https://youtube.com/watch?v=HPACZ-4Nsqk) 2024-08-20T20:30Z [---] followers, [---] engagements "PID Control Anthem #robotics #control #programming #robotics #control #programming Yo all engineers How about this PID Control anthem You can be a cool kid with this. Drop the beat lyrics by: suno.ai song by: suno.ai Join me as I simplify the PID (Proportional Integral Derivative) control system the key to mastering drone balance In this video I break down the PID algorithm using a browser-based simulator showing you how it keeps drones stable with no complex math needed. Whether you're just starting out or you're a drone enthusiast you'll gain a clear understanding of how PID control works" [YouTube Link](https://youtube.com/watch?v=KmDrxIxGPPE) 2024-04-18T05:21Z [----] followers, [---] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=L1-BSTAABBc) 2025-01-20T08:00Z 18.9K followers, [---] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=NMictOSE0ok) 2025-01-19T00:05Z 18.9K followers, [---] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=O_NyEr2rHnE) 2025-02-02T08:00Z 18.9K followers, [---] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links #programming #programming" [YouTube Link](https://youtube.com/watch?v=Og3mU6e0b2Q) 2025-02-09T08:00Z 18.9K followers, [---] engagements "Robotics Must-Know: Why Rotation Matrices Matter Elliot in [--] Min. The rotation matrix is the basis of many engineering fields. Robotics autonomous driving and game engine industries need a rotation matrix. It is convenient because you can multiply a vector to convert the frames. We'll cover: The importance of coordinate systems in vector description. How to define and transform vectors using rotation matrices. Practical applications in air traffic control and drone autopilot algorithms. Scaling the rotation matrix to 3D rotations. Converting between different coordinate systems seamlessly." [YouTube Link](https://youtube.com/watch?v=PKnb163pqAw) 2024-07-30T19:00Z 15.9K followers, [----] engagements "How to Master PID Control in [----] #robotics #pidcontroller #programming Join me as I simplify the PID (Proportional Integral Derivative) control system the key to mastering drone balance In this video I break down the PID algorithm using a browser-based simulator showing you how it keeps drones stable- no complex math needed. Whether you're just starting out or you're a drone enthusiast you'll gain a clear understanding of how PID control works in real time. Learn with me and master the art of maintaining drone balance effortlessly with PID" [YouTube Link](https://youtube.com/watch?v=QaIPFgz2IAs) 2024-04-29T16:21Z [----] followers, [----] engagements "From Hobby to Autonomy: The Essential Control Loop Mindset for Robotics Engineers (Don't Miss This) #robotics engineering #control engineering #controlblockdiagram The short answer: to understand what you do in robotics engineering think in terms of a control block diagram. It will give you confidence Robotics engineering is truly a multi-disciplinary field and broad. So it is not surprising that it is easy for people to get lost. I was lost as well. Though it is difficult to say whats the authentic way to start robotics I found a better way that works the best so far. Lets discuss how the" [YouTube Link](https://youtube.com/watch?v=TIJX9Vrpd_s) 2024-10-27T23:31Z 18.9K followers, [----] engagements "2000+ Subscribers and I'm Answering Your Questions #roboticengineering #roboticsengineer #roboticsclass More than [----] subscribers have subscribed to this channel. I'm pretty stunned by this unexpected event. More importantly I realized that many engineers and students struggle with robotics. I was not alone and you are not alone Let's make it more straightforward together. ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders:" [YouTube Link](https://youtube.com/watch?v=TTNia4EBkR4) 2024-10-21T06:15Z 18.9K followers, [---] engagements "Why Your ROS Pipeline Is Too Slow (Dora-rs Fix Inside) #robotoperatingsystem #dorars #ros2 I found an interesting project for a robot framework. What is it Let me just quote dora-rs's statement here: -------------------------------------------------------------------------------------------- In [----] AI is booming Robotic framework however hasn't changed much in years. This is why we created dora-rs dora-rs is a new robotic framework that brings modernity into robotic application. dora-rs can already show impressive performance This is the result of using our own shared memory server and" [YouTube Link](https://youtube.com/watch?v=UxazPhPsIeU) 2025-03-29T07:00Z 18.9K followers, [----] engagements "Why 90% of 3D Cameras Fail in Production (Rolling Shutter vs Global) #autonomousvehicles #computervision #roboticsengineering #robotvision #3dcamera A webcam isnt enough for roboticsyour robot needs depth perception. But with so many 3D cameras on the market its easy to choose wrong. Ill walk you through the three main choices: Intel RealSense ZED Mini and a custom stereo build. Beyond just specs Ill explain the whywhy some cameras work well for drones but fail for cars why DIY builds are fast but inconsistent and why calibration matters as much as cost. Think of this as a roadmap to" [YouTube Link](https://youtube.com/watch?v=dhyiw9PVC7Q) 2025-09-14T21:40Z 18.9K followers, [----] engagements "Why Your Computer Science Degree is a SUPERPOWER in Robotics Indeed the field of robotics is a large area. It is almost impossible for an individual to know every single detail and corner of robotics. However if you understand the overall picture of robotics you can still confidently navigate the field. I discussed the stepstones of robotics. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Super Glue: https://arxiv.org/abs/1911.11763 ----------------------------------------------------------------------------------- 🌏 Find Me Here:" [YouTube Link](https://youtube.com/watch?v=fdtj3sJmmYQ) 2025-01-25T08:00Z 18.9K followers, [----] engagements "Kalman Filter Prerequisites: Data Distribution for Autonomous Vehicles ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/" [YouTube Link](https://youtube.com/watch?v=g36BnKXwXB8) 2025-05-07T07:00Z 18.9K followers, [---] engagements "I Failed Linear AlgebraNow I Build Autonomous Drones #drone #autonomousvehicles #robotics #unmannedsystems #unmannedaerialvehicle #roboticsengineering I talked to one of my subscribers. It was a very good talk because I could recall how difficult it was to start a robotics project and career in general. In this video I shared a few tips on how to initiate the robotics project. Also I offer a free coffee chat for anyone who might want to talk to me. Checkout: https://bit.ly/4jkjH1C ----------------------------------------------------------------------------------- 📝In-video sources ➡ coffee" [YouTube Link](https://youtube.com/watch?v=kOFbfeM9hxA) 2025-04-06T03:58Z 18.9K followers, [----] engagements "AI & Robotics: The Only Way to Integrate for Real-Time Performance (Stop the Guesswork) #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier." [YouTube Link](https://youtube.com/watch?v=kZLK1MaB890) 2025-01-18T08:00Z 18.9K followers, 12.3K engagements "NEVER Touch Your Raspberry Pi Again (Robotics Workflow Revolution) #Robotics #RemoteDesktop #NoMachine #embeddedsystems #roboticsengineering #codingandrobotics You should use NoMachine to free yourself from juggling multiple onboard computers As someone who has worked extensively with embedded systems and small computers like Raspberry Pi or NVIDIA Jetson devices (e.g. TK1 TX1 Nano Orin Nano) Ive often faced the hassle of connecting monitors keyboards and mice. This setup becomes especially inconvenient when managing multiple devices making project management more challenging and reducing" [YouTube Link](https://youtube.com/watch?v=nYxGQE4XSAk) 2025-01-12T05:02Z 18.9K followers, [----] engagements "From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier. #programming #programming" [YouTube Link](https://youtube.com/watch?v=rH2D-FrH-d0) 2025-01-19T08:00Z 18.9K followers, [---] engagements "Beyond the Textbook: The Real Reason You Need Linear Algebra in Robotics (Don't Miss This) ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/" [YouTube Link](https://youtube.com/watch?v=tRABXGW19XE) 2025-05-14T13:01Z 18.9K followers, [----] engagements "STOP Buying Expensive Robots DO THIS INSTEAD #roboticsengineering #codingandrobotics #robotsimulator Why do robotics engineers use the simulations That's because you don't want to crash or break your expensive robot during the test So if it's the first time to test the new algorithm for autonomous navigation use simulators like Airsim by Microsoft or Virtual Robots by Ubicoders. They both have pros and cons. So I have casually compared them including how to get started with those simulations. ----------------------------------------------------------------------------------- 📝In-video" [YouTube Link](https://youtube.com/watch?v=uKVjRoPgOOI) 2024-11-24T23:39Z 18.9K followers, [----] engagements "Future-Proof Your Robotics Skills: Why KITTI is Your #1 Tool for Autonomous Navigation #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=vHlPy49Kj9s) 2025-01-06T03:17Z 18.9K followers, [----] engagements "Ultimate Control: Cyclic Pitch Mastery with ROS and Python In the last video we discussed how to control the altitude of the virtual helicopter. However the tail rotor caused a problem with the helicopter's horizontal position control causing it to move to the right side. In this video we will fix this by controlling the helicopter's cyclic pitch allowing it to navigate to any desired position without any delay. We'll cover: Understanding the cyclic pitch control of a helicopter. Adjusting the helicopter's pitch angle to correct horizontal movement. Setting up and running the control" [YouTube Link](https://youtube.com/watch?v=wnnC4WK2n2c) 2024-07-29T05:00Z [----] followers, [---] engagements "🚀 So How Does 2D Lidar Work Elliot in [--] min This is a 5-minute presentation series about technical topics at a high level. This video talks explicitly about the Lidar sensor to share the appearance of the dataset from the sensor. ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/ 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/ ----------------------------------------------------------------------------------- Time Stamps: 0:00" [YouTube Link](https://youtube.com/watch?v=ABEtBV0vdvM) 2024-07-04T17:00Z 18.7K followers, [----] engagements "Don't Apply for Robotics Jobs Until You Watch This. #sensorfusion #autonomousvehicles #kalmanfilter Are you struggling to navigate the complex world of robotics job interviews Feeling overwhelmed by topics like sensors autonomous navigation or advanced Kalman filters What should you study control math & physics software deep learning You're not alone The robotics field is vast and finding a starting point for your job search can be daunting. Stop questioning your readiness and start getting answers. In this video I'll share a new perspective on preparing for your dream robotics role. We'll" [YouTube Link](https://youtube.com/watch?v=FYJulsFym8U) 2025-07-04T04:09Z 18.9K followers, 16.3K engagements "ROS vs. Scalability: Can We Fix the DDS Problem or Is It Time to Move On #ros2 #robotoperatingsystem #roboticsengineering #distributedcomputing #autonomousvehicles Yes ROS (Robot Operating System) is a good tool. Especially I thought ROS is a must-have tool for robotics projects as the community creates the impression that it's a standard or mainstream for the field. However is it really Does the user experience meet the name value Maybe. Or maybe not. I shared my thoughts. Please share your thoughts as well. Comment below" [YouTube Link](https://youtube.com/watch?v=JtBTMu7R8FM) 2025-02-10T20:39Z 18.9K followers, [----] engagements "With ROS2 and Virtual Drones Transform into 10x Engineer I'll show you how to control a swarm of virtual drones using ROS2 in real-time. Perfect for robotics engineers and students looking for advanced simulations this tutorial walks you through setting up and configuring multiple drones in a web-based virtual environment. We'll cover: ROS (Robot Operating System) and its role in robotics projects. Configuring and controlling virtual drones. Setting up a ROS2 environment with Docker and VS Code. Writing and understanding ROS2 nodes and launch files. Real-time communication between Python and" [YouTube Link](https://youtube.com/watch?v=VQe3nRs3mDY) 2024-07-17T17:28Z 17.5K followers, [----] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links #programming #programming" [YouTube Link](https://youtube.com/watch?v=iIARmxDoJAg) 2025-02-16T08:00Z 18.9K followers, [---] engagements "Maybe Yes. Except These People #robotics #autonomousvehicles #visualnavigation ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/ ----------------------------------------------------------------------------------- Time Stamps: 0:00 intro programming robotics engineering autonomous vehicle python robotics embedded system" [YouTube Link](https://youtube.com/watch?v=qeQvB7F5KJw) 2026-01-21T23:28Z 18.9K followers, [----] engagements "With ROS2 and Virtual Drones Transform into 10x Engineer I'll show you how to control a swarm of virtual drones using ROS2 in real-time. Perfect for robotics engineers and students looking for advanced simulations this tutorial walks you through setting up and configuring multiple drones in a web-based virtual environment. We'll cover: ROS (Robot Operating System) and its role in robotics projects. Configuring and controlling virtual drones. Setting up a ROS2 environment with Docker and VS Code. Writing and understanding ROS2 nodes and launch files. Real-time communication between Python and" [YouTube Link](https://youtube.com/watch?v=yB0GjbJ3vIM) 2024-07-08T05:08Z 17.5K followers, [----] engagements "Maybe Yes. Except These People #robotics #autonomousvehicles #visualnavigation ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/ ----------------------------------------------------------------------------------- Time Stamps: 0:00 intro programming robotics engineering autonomous vehicle python robotics embedded system" [YouTube Link](https://youtube.com/watch?v=qeQvB7F5KJw) 2026-01-21T23:28Z 18.9K followers, [----] engagements "Self-Driving Cars are Impossible Without This (It's Not AI) #autonomousvehicles #autonomousnavigation #computervision #autonomousrobots VISUAL ODOMETRY. Explore real-time car motion tracking with FLIR BlackFly cameras a key component in many autonomous vehicles. This setup demonstrates the practical challenges of moving from simulation to real-world robotics especially in areas like robot navigation and machine vision. Overcoming these hurdles is crucial for robust computer vision and successful SLAM implementations leading to better visual SLAM. In this video I show you how I built a" [YouTube Link](https://youtube.com/watch?v=cFXh4TOjERc) 2025-10-24T21:32Z 18.9K followers, [----] engagements "Why I Moved to These Data Pipeline Frameworks. #roboticsengineering #zenoh #robotsimulator #roboticsmiddleware #autonomousvehicles ROS bottlenecks serialization overhead and real robotics alternatives in this video I explain why I often see ROS as both a gift and a cage. From forced OS and compiler versions to unnecessary serialization delays Ill show you the challenges and how Ive worked around them. I demo real-world use cases of Zenoh and Iceoryx2 showing how I stream stereo images at [--] Hz directly from Unity with minimal delay bypassing ROS serialization entirely. Along the way I unpack" [YouTube Link](https://youtube.com/watch?v=NjeEUu6G-Dk) 2025-09-21T14:00Z 18.9K followers, [----] engagements "Why 90% of 3D Cameras Fail in Production (Rolling Shutter vs Global) #autonomousvehicles #computervision #roboticsengineering #robotvision #3dcamera A webcam isnt enough for roboticsyour robot needs depth perception. But with so many 3D cameras on the market its easy to choose wrong. Ill walk you through the three main choices: Intel RealSense ZED Mini and a custom stereo build. Beyond just specs Ill explain the whywhy some cameras work well for drones but fail for cars why DIY builds are fast but inconsistent and why calibration matters as much as cost. Think of this as a roadmap to" [YouTube Link](https://youtube.com/watch?v=dhyiw9PVC7Q) 2025-09-14T21:40Z 18.9K followers, [----] engagements "Why Your Robot Project Doesn't Land On a Job. Do THIS Instead #roboticsengineering #autonomousvehicles #uav #drone #robotics #issacsim #kalmanfilter Applying for robotics grad school or jobs Don't just pile on projects and fancy keywords. Instead demonstrate the depth and complexity of the problems you've tackled. This video outlines how to truly stand out in your job interview by showcasing your problem-solving skills in the tech jobs market. ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://bit.ly/4lPbjZt" [YouTube Link](https://youtube.com/watch?v=C6qPhUt493o) 2025-07-29T12:00Z 18.9K followers, 11.7K engagements "Don't Apply for Robotics Jobs Until You Watch This. #sensorfusion #autonomousvehicles #kalmanfilter Are you struggling to navigate the complex world of robotics job interviews Feeling overwhelmed by topics like sensors autonomous navigation or advanced Kalman filters What should you study control math & physics software deep learning You're not alone The robotics field is vast and finding a starting point for your job search can be daunting. Stop questioning your readiness and start getting answers. In this video I'll share a new perspective on preparing for your dream robotics role. We'll" [YouTube Link](https://youtube.com/watch?v=FYJulsFym8U) 2025-07-04T04:09Z 18.9K followers, 16.3K engagements "Stop Wasting Time: The Essential Tools for Robotics & Autonomous Vehicle Development #roboticsengineering #pixhawk #autonomousvehicles #computervision Let's talk about the tools I use in my daily lives as a robotics engineer. I use Pixhaw Nvidia Jetson series computers cameras and different software stacks. Dive in ----------------------------------------------------------------------------------- 📝In-video sources ➡ virtual robots: https://www.ubicoders.com/virtualrobots ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin:" [YouTube Link](https://youtube.com/watch?v=5FjrLXYVO7I) 2025-06-23T23:27Z 18.9K followers, [----] engagements "Beyond the Textbook: The Real Reason You Need Linear Algebra in Robotics (Don't Miss This) ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/" [YouTube Link](https://youtube.com/watch?v=tRABXGW19XE) 2025-05-14T13:01Z 18.9K followers, [----] engagements "Kalman Filter Prerequisites: Data Distribution for Autonomous Vehicles ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/" [YouTube Link](https://youtube.com/watch?v=g36BnKXwXB8) 2025-05-07T07:00Z 18.9K followers, [---] engagements "Engineers: Master Differential Equations for Robotics (Connect Math to Your Code & Career) ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/" [YouTube Link](https://youtube.com/watch?v=mRaGf3Y1NRQ) 2025-04-30T13:01Z 18.9K followers, [---] engagements "From Math Class to Real Robots: Practical Linear Algebra for Autonomous Systems ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/" [YouTube Link](https://youtube.com/watch?v=7h8w9ipi104) 2025-04-23T13:00Z 18.9K followers, [---] engagements "The Robotics Math Road Map: Trig Derivatives & Integration for Engineers (Your First Step) Calculus and trig functions for robotics. ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub:" [YouTube Link](https://youtube.com/watch?v=7XHMQhnANOU) 2025-04-17T03:13Z 18.9K followers, [----] engagements "I Failed Linear AlgebraNow I Build Autonomous Drones #drone #autonomousvehicles #robotics #unmannedsystems #unmannedaerialvehicle #roboticsengineering I talked to one of my subscribers. It was a very good talk because I could recall how difficult it was to start a robotics project and career in general. In this video I shared a few tips on how to initiate the robotics project. Also I offer a free coffee chat for anyone who might want to talk to me. Checkout: https://bit.ly/4jkjH1C ----------------------------------------------------------------------------------- 📝In-video sources ➡ coffee" [YouTube Link](https://youtube.com/watch?v=kOFbfeM9hxA) 2025-04-06T03:58Z 18.9K followers, [----] engagements "Why Your ROS Pipeline Is Too Slow (Dora-rs Fix Inside) #robotoperatingsystem #dorars #ros2 I found an interesting project for a robot framework. What is it Let me just quote dora-rs's statement here: -------------------------------------------------------------------------------------------- In [----] AI is booming Robotic framework however hasn't changed much in years. This is why we created dora-rs dora-rs is a new robotic framework that brings modernity into robotic application. dora-rs can already show impressive performance This is the result of using our own shared memory server and" [YouTube Link](https://youtube.com/watch?v=UxazPhPsIeU) 2025-03-29T07:00Z 18.9K followers, [----] engagements "Faster Than ROS: Lightweight Tools to Test Cool Robotics Ideas in Minutes #robotoperatingsystem #roboticsengineering #grpc I didn't know alternative tools than the Robot Operating System ROS. I thought ROS was the only message delivery system. However many others use general message communication. Some of them have higher latency than ROS while others have lower latency. But not all tools are perfect. Each has its own benefits and downsides. Compare them and choose the one that fits the best. Let me compare a few of them for you." [YouTube Link](https://youtube.com/watch?v=Ff3Fic12u0A) 2025-03-22T07:00Z 18.9K followers, [----] engagements "The Stereo Vision Trick Every Industrial Robot Uses (Code Walkthrough) #computervision #autonomousnavigation #autonomousvehicles #robotics #roboticsengineering #stereocamera Robust perception based on computer vision is critical for autonomous navigation whether it's for self-driving cars drones or robots. But have you ever wondered why we need two eyes to perceive depth accurately In this video Ill prove the math behind why two eyes (or two cameras) are essential for 3D world estimationand why your robots need stereo vision too" [YouTube Link](https://youtube.com/watch?v=GrI8Zdjlj4A) 2025-03-16T07:00Z 18.9K followers, [----] engagements "Mastering Autonomous Robotics Your Next Project Awaits #roboticsengineering #autonomousvehicles #roboticsroadmap Robotics roadmap is the most popular question I have received regarding robotics engineering. Yet I do not see any single best roadmap. Instead I tried to map out the field of robotics as much as possible from control engineering math and dynamics coding and artificial intelligence. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Robotics 101: https://bit.ly/41TdOmo" [YouTube Link](https://youtube.com/watch?v=37xSjlwgVYE) 2025-03-05T02:20Z 18.9K followers, [----] engagements "Map For Professionals Transitioning to Robotics. Don't Downgrade #roboticsengineering #autonomousvehicles #roboticsroadmap Robotics roadmap is the most popular question I have received regarding robotics engineering. Yet I do not see any single best roadmap. Instead I tried to map out the field of robotics as much as possible from control engineering math and dynamics coding and artificial intelligence. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Robotics 101: https://bit.ly/41TdOmo" [YouTube Link](https://youtube.com/watch?v=V8OV4yUDtxA) 2025-02-23T19:39Z 18.9K followers, 135.4K engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links #programming #programming" [YouTube Link](https://youtube.com/watch?v=iIARmxDoJAg) 2025-02-16T08:00Z 18.9K followers, [---] engagements "From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier." [YouTube Link](https://youtube.com/watch?v=fJQZ40pO-vw) 2025-02-13T08:00Z 18.9K followers, [----] engagements "ROS vs. Scalability: Can We Fix the DDS Problem or Is It Time to Move On #ros2 #robotoperatingsystem #roboticsengineering #distributedcomputing #autonomousvehicles Yes ROS (Robot Operating System) is a good tool. Especially I thought ROS is a must-have tool for robotics projects as the community creates the impression that it's a standard or mainstream for the field. However is it really Does the user experience meet the name value Maybe. Or maybe not. I shared my thoughts. Please share your thoughts as well. Comment below" [YouTube Link](https://youtube.com/watch?v=JtBTMu7R8FM) 2025-02-10T20:39Z 18.9K followers, [----] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links #programming #programming" [YouTube Link](https://youtube.com/watch?v=Og3mU6e0b2Q) 2025-02-09T08:00Z 18.9K followers, [---] engagements "From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier." [YouTube Link](https://youtube.com/watch?v=pL_mcUBtYyM) 2025-02-06T08:00Z 18.9K followers, [----] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=O_NyEr2rHnE) 2025-02-02T08:00Z 18.9K followers, [---] engagements "3 Major Barriers Slowing Down the Robotics Engineers I often encounter professional engineers working on robotics projects such as UGV or UAV. They have various backgrounds and their stage of the journey to robotics differ. So I wanted to discuss [--] possible blockages at the corresponding stages. And after all these coding and math skills can never be overemphasized. ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders:" [YouTube Link](https://youtube.com/watch?v=nco31fFaKkA) 2025-02-01T08:00Z 18.9K followers, [----] engagements "From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier." [YouTube Link](https://youtube.com/watch?v=XVMI6rPkTnM) 2025-01-30T08:00Z 18.9K followers, [---] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=4o__sWIDJlE) 2025-01-26T08:00Z 18.9K followers, [---] engagements "Why Your Computer Science Degree is a SUPERPOWER in Robotics Indeed the field of robotics is a large area. It is almost impossible for an individual to know every single detail and corner of robotics. However if you understand the overall picture of robotics you can still confidently navigate the field. I discussed the stepstones of robotics. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Super Glue: https://arxiv.org/abs/1911.11763 ----------------------------------------------------------------------------------- 🌏 Find Me Here:" [YouTube Link](https://youtube.com/watch?v=fdtj3sJmmYQ) 2025-01-25T08:00Z 18.9K followers, [----] engagements "From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier." [YouTube Link](https://youtube.com/watch?v=phCoevRlsVs) 2025-01-23T08:00Z 18.9K followers, [---] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=L1-BSTAABBc) 2025-01-20T08:00Z 18.9K followers, [---] engagements "From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier. #programming #programming" [YouTube Link](https://youtube.com/watch?v=rH2D-FrH-d0) 2025-01-19T08:00Z 18.9K followers, [---] engagements "Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=NMictOSE0ok) 2025-01-19T00:05Z 18.9K followers, [---] engagements "AI & Robotics: The Only Way to Integrate for Real-Time Performance (Stop the Guesswork) #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier." [YouTube Link](https://youtube.com/watch?v=kZLK1MaB890) 2025-01-18T08:00Z 18.9K followers, 12.3K engagements "NEVER Touch Your Raspberry Pi Again (Robotics Workflow Revolution) #Robotics #RemoteDesktop #NoMachine #embeddedsystems #roboticsengineering #codingandrobotics You should use NoMachine to free yourself from juggling multiple onboard computers As someone who has worked extensively with embedded systems and small computers like Raspberry Pi or NVIDIA Jetson devices (e.g. TK1 TX1 Nano Orin Nano) Ive often faced the hassle of connecting monitors keyboards and mice. This setup becomes especially inconvenient when managing multiple devices making project management more challenging and reducing" [YouTube Link](https://youtube.com/watch?v=nYxGQE4XSAk) 2025-01-12T05:02Z 18.9K followers, [----] engagements "Future-Proof Your Robotics Skills: Why KITTI is Your #1 Tool for Autonomous Navigation #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links" [YouTube Link](https://youtube.com/watch?v=vHlPy49Kj9s) 2025-01-06T03:17Z 18.9K followers, [----] engagements "Essential Robotics Knowledge for Beginners & Entrepreneurs: My Journey to Autonomous Systems #autonomousvehicles #roboticscourse #autonomousvehicles #kalmanfilter #sensorfusion When I first started learning robotics engineering it felt impossible. Textbooks and research papers were so abstract that I couldnt connect the concepts to real-world robots. I even failed linear algebra as a sophomore so when I asked questions like How do you build an autonomous aerial vehicle my professors didnt take me seriously. But then I had a breakthrough moment. I learned how to bridge the gap between theory" [YouTube Link](https://youtube.com/watch?v=tGOeftZpQJA) 2024-12-30T05:32Z 18.9K followers, 13.6K engagements "Your Robotics Career Needs This: The Truth About Research vs. Development #controlsystems #roboticsengineering #drone #nonlinear #datascience Robotics engineering is composed of control systems with nonlinear dynamics. Like data science modeling the data from the system is the game rule to optimize the robot's controller. ----------------------------------------------------------------------------------- 📝In-video sources ➡ UTIAS paper: https://arxiv.org/abs/1810.03196 ➡ SiNDY paper: https://arxiv.org/abs/1509.03580 ➡ Steve Brunton: https://www.youtube.com/@UCm5mt-A4w61lknZ9lCsZtBw" [YouTube Link](https://youtube.com/watch?v=AliZclyVLow) 2024-12-15T01:08Z 18.9K followers, [----] engagements "Are You Learning Differential Equations WRONG (Robotics Engineers Need This) #differentialequation #roboticsengineering #roboticsengineer #numericalmethod #programming The name differential equation sounds scary However the practical usage of the diff. eq. is more straightforward than I thought in the robotics projects. The reason why it was misleading is because of the virtues of the typical mass classroom. However we can't just blindly accept the virtues because we need to implement the code so that the computer works. Simply thinking like a computer can be easier to get started with. So I" [YouTube Link](https://youtube.com/watch?v=OPms_gpKRvk) 2024-12-08T20:46Z 18.9K followers, [---] engagements "Beyond the Resume: Why a Video Portfolio is Your Robotics Career Advantage #roboticsengineering #jobinterview #neuralnetworks #codingandrobotics Finding a job as you graduate is a challenging task. However if you are in the robotics field you can also probably try to make a video as well. Though the robotics engineers are not the artists you can still build your portfolio. We cannot control the odds of luck but you can expose yourself more to it. You can increase the chance My previous projects involve human-robot interaction deep learning-based convolutional neural networks color constancy" [YouTube Link](https://youtube.com/watch?v=FKV854CX_Zs) 2024-12-01T07:17Z 18.9K followers, [---] engagements "STOP Buying Expensive Robots DO THIS INSTEAD #roboticsengineering #codingandrobotics #robotsimulator Why do robotics engineers use the simulations That's because you don't want to crash or break your expensive robot during the test So if it's the first time to test the new algorithm for autonomous navigation use simulators like Airsim by Microsoft or Virtual Robots by Ubicoders. They both have pros and cons. So I have casually compared them including how to get started with those simulations. ----------------------------------------------------------------------------------- 📝In-video" [YouTube Link](https://youtube.com/watch?v=uKVjRoPgOOI) 2024-11-24T23:39Z 18.9K followers, [----] engagements "How I Finally "Got" Math for Robotics (After Failing Linear Algebra) #robotics #math #sensorfusion #codingandrobotics When I was working on my robotics project for my master's program math kept coming up from every research paper. As a math illiterate catching up the other math literates was quite challenging for me. But I think I have found a way to be able to read the math. I needed to stick to the definition. And I didn't have to always animate the math simulation in my head. In a way using math in robotics coding is like using APIs." [YouTube Link](https://youtube.com/watch?v=jxYXXSt4S1g) 2024-11-17T00:55Z 18.9K followers, [----] engagements "Are You Missing This Crucial Computer Vision Insight for Autonomous Systems #computervision #robotics #autonomousvehicles My first motivation to study computer vision is to extract the velocity or position information from the real-time video stream from a camera. I started with a monocular camera because I found more research papers and documentation. However a monocular camera can only yield relative information among the camera frames. Then I found that the stereo camera-based approach is much clearer. Also I could extract the absolute information like velocity in meters or feet instead of" [YouTube Link](https://youtube.com/watch?v=WhK9kVM2EyY) 2024-11-11T04:12Z 18.9K followers, [---] engagements "Your Robotics Career: What NOBODY Tells You (Until It's Too Late) #robotics #codingandrobotics #autonomousvehicles I struggled a lot when I realized that I had to study lots of math for robotics and coding. I almost thought my major is like applied math. I didn't see what's coming. I just wanted to build a robot and play with it. However robotics as a profession is totally at a different level. To avoid repeating the same mistakes on your side I made this video to describe what the robotics engineering job would be like in the most realistic manner. I hope this can help by creating realistic" [YouTube Link](https://youtube.com/watch?v=FEpuFw3rsto) 2024-11-04T03:30Z 18.9K followers, 32.6K engagements "From Hobby to Autonomy: The Essential Control Loop Mindset for Robotics Engineers (Don't Miss This) #robotics engineering #control engineering #controlblockdiagram The short answer: to understand what you do in robotics engineering think in terms of a control block diagram. It will give you confidence Robotics engineering is truly a multi-disciplinary field and broad. So it is not surprising that it is easy for people to get lost. I was lost as well. Though it is difficult to say whats the authentic way to start robotics I found a better way that works the best so far. Lets discuss how the" [YouTube Link](https://youtube.com/watch?v=TIJX9Vrpd_s) 2024-10-27T23:31Z 18.9K followers, [----] engagements "2000+ Subscribers and I'm Answering Your Questions #roboticengineering #roboticsengineer #roboticsclass More than [----] subscribers have subscribed to this channel. I'm pretty stunned by this unexpected event. More importantly I realized that many engineers and students struggle with robotics. I was not alone and you are not alone Let's make it more straightforward together. ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders:" [YouTube Link](https://youtube.com/watch?v=TTNia4EBkR4) 2024-10-21T06:15Z 18.9K followers, [---] engagements "From Math Hater to Fan: How One Concept Made Me a Better Roboticist (Essential for AI Engineers) I never thought the "boring" vector dot and cross products could be useful. In this video I discussed when I realized they were beneficial. The mathematical operations are quite like programming APIs which simplify my work so much. So I eventually became addicted to reading new mathematical theories to simplify my work. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Virtual robots: https://www.ubicoders.com/virtualrobots ➡ DCM paper:" [YouTube Link](https://youtube.com/watch?v=6iMIdMA4HT8) 2024-10-14T22:06Z 18.9K followers, [----] engagements "Your Robotics Career is Stalling Without This Skill (Serious) #roboticsengineering #sensorfusion #autonomousrobot #drone #unmannedaerialvehicle #autonomousvehicles Obviously I had a hard time reading the research papers on robotics. Math symbols are all new to me and I had no idea why they were even talking about math from the first spot. In fact the breakthrough to this situation is simple. Play the same game they play All you need is to experience the problem the final boss in a game stage. Then you can read the papers as a game guidebook. I know. Getting into robotics as a researcher or" [YouTube Link](https://youtube.com/watch?v=oNAsfegMXOI) 2024-10-07T17:39Z 18.9K followers, 11.6K engagements "My Secret: How I Became an Autonomous Robotics Engineer I struggled a lot when I wanted to build an autonomous robot. Everyone else made hobby robots using Arduino with blinking LEDs and toy servo motors. But I wanted more than that. More serious engineering project that could actually help people. So I went to college professors office hours and asked them how to build one. They said study linear algebra differential equation control theory code and so on. These are just a list of textbook names. But we know this trick. Even though you study all these textbooks you cant build an autonomous" [YouTube Link](https://youtube.com/watch?v=KsirntbBt6I) 2024-10-02T00:38Z 18.9K followers, 164.7K engagements "Docker Explained - It's Like Nintendo Elliot in [--] Min. I explained Docker using a fun Game Boy analogy In this video we explore Docker containers and images and the difference between virtual machines and Docker. If you're new to Docker or need a refresher this high-level overview will help you understand how Docker can simplify your development environment. By comparing Docker to swapping game cartridges in a Game Boy we make complex concepts easy to grasp. Remember to check out my full Docker tutorial playlist linked in the description for more hands-on learning. Please like share and" [YouTube Link](https://youtube.com/watch?v=lMOUX_JK6jg) 2024-09-20T21:13Z 18.9K followers, [---] engagements "PX4 Autopilot: Remember These [--] Ways to Debug PX4 Autopilot Hey guys its Elliot here In this video Im going to show you three effective ways to debug your PX4 Autopilot using tools like QGroundControl Mavlink and a debug adapter. Whether you're working with Pixhawk ArduPilot ROS2 or developing autonomous systems these methods will help you troubleshoot runtime errors and improve your drone's performance. Stick around to learn how to make debugging your PX4 easier and more efficient If you find this helpful dont forget to like and subscribe" [YouTube Link](https://youtube.com/watch?v=wStBAfpzzJI) 2024-09-12T21:50Z 18.9K followers, [---] engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@ubicoders ubicoders
ubicoders posts on YouTube about vision, embedded, engineering, python the most. They currently have [------] followers and [--] posts still getting attention that total [---] engagements in the last [--] hours.
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- [--] Month [------] +2.20%
- [--] Months [------] +33%
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Social Influence
Social category influence finance gaming
Social topic influence vision #1666, embedded #78, engineering #2349, python, drone #699, how to, deep, beginner, human, sensor
Top accounts mentioned or mentioned by @ucm5mta4w61lknz9lcsztbw
Top assets mentioned FilesCoins Power Cu (FILECOIN) Robot Consulting Co., Ltd. (LAWR)
Top Social Posts
Top posts by engagements in the last [--] hours
"My Secret: How I Became an Autonomous Robotics Engineer I struggled a lot when I wanted to build an autonomous robot. Everyone else made hobby robots using Arduino with blinking LEDs and toy servo motors. But I wanted more than that. More serious engineering project that could actually help people. So I went to college professors office hours and asked them how to build one. They said study linear algebra differential equation control theory code and so on. These are just a list of textbook names. But we know this trick. Even though you study all these textbooks you cant build an autonomous"
YouTube Link 2024-10-02T00:38Z 18.9K followers, 164.7K engagements
"Map For Professionals Transitioning to Robotics. Don't Downgrade #roboticsengineering #autonomousvehicles #roboticsroadmap Robotics roadmap is the most popular question I have received regarding robotics engineering. Yet I do not see any single best roadmap. Instead I tried to map out the field of robotics as much as possible from control engineering math and dynamics coding and artificial intelligence. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Robotics 101: https://bit.ly/41TdOmo"
YouTube Link 2025-02-23T19:39Z 18.9K followers, 135.4K engagements
"Why I Moved to These Data Pipeline Frameworks. #roboticsengineering #zenoh #robotsimulator #roboticsmiddleware #autonomousvehicles ROS bottlenecks serialization overhead and real robotics alternatives in this video I explain why I often see ROS as both a gift and a cage. From forced OS and compiler versions to unnecessary serialization delays Ill show you the challenges and how Ive worked around them. I demo real-world use cases of Zenoh and Iceoryx2 showing how I stream stereo images at [--] Hz directly from Unity with minimal delay bypassing ROS serialization entirely. Along the way I unpack"
YouTube Link 2025-09-21T14:00Z 18.9K followers, [----] engagements
"Self-Driving Cars are Impossible Without This (It's Not AI) #autonomousvehicles #autonomousnavigation #computervision #autonomousrobots VISUAL ODOMETRY. Explore real-time car motion tracking with FLIR BlackFly cameras a key component in many autonomous vehicles. This setup demonstrates the practical challenges of moving from simulation to real-world robotics especially in areas like robot navigation and machine vision. Overcoming these hurdles is crucial for robust computer vision and successful SLAM implementations leading to better visual SLAM. In this video I show you how I built a"
YouTube Link 2025-10-24T21:32Z 18.9K followers, [----] engagements
"How I Finally "Got" Math for Robotics (After Failing Linear Algebra) #robotics #math #sensorfusion #codingandrobotics When I was working on my robotics project for my master's program math kept coming up from every research paper. As a math illiterate catching up the other math literates was quite challenging for me. But I think I have found a way to be able to read the math. I needed to stick to the definition. And I didn't have to always animate the math simulation in my head. In a way using math in robotics coding is like using APIs."
YouTube Link 2024-11-17T00:55Z 18.9K followers, [----] engagements
"A Secret Tool for Autonomous Vehicle Engineers and Students #drone #ros2 #controlsystems The virtual robot simulation at ubicoders.com is now up and running. The virtual robots are developed to collect data test control algorithms and explore other potential applications for autonomous vehicle-related research education and training. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Git repo:https://github.com/ubicoders/yt_tutor. ➡ Virtual multi-rotor: https://www.ubicoders.com/virtualrobots"
YouTube Link 2024-07-09T03:25Z [----] followers, [---] engagements
"Stop Wasting Time: The Essential Tools for Robotics & Autonomous Vehicle Development #roboticsengineering #pixhawk #autonomousvehicles #computervision Let's talk about the tools I use in my daily lives as a robotics engineer. I use Pixhaw Nvidia Jetson series computers cameras and different software stacks. Dive in ----------------------------------------------------------------------------------- 📝In-video sources ➡ virtual robots: https://www.ubicoders.com/virtualrobots ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin:"
YouTube Link 2025-06-23T23:27Z 18.9K followers, [----] engagements
"The Robotics Math Road Map: Trig Derivatives & Integration for Engineers (Your First Step) Calculus and trig functions for robotics. ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub:"
YouTube Link 2025-04-17T03:13Z 18.9K followers, [----] engagements
"From Math Class to Real Robots: Practical Linear Algebra for Autonomous Systems ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/"
YouTube Link 2025-04-23T13:00Z 18.9K followers, [---] engagements
"Your Robotics Career Needs This: The Truth About Research vs. Development #controlsystems #roboticsengineering #drone #nonlinear #datascience Robotics engineering is composed of control systems with nonlinear dynamics. Like data science modeling the data from the system is the game rule to optimize the robot's controller. ----------------------------------------------------------------------------------- 📝In-video sources ➡ UTIAS paper: https://arxiv.org/abs/1810.03196 ➡ SiNDY paper: https://arxiv.org/abs/1509.03580 ➡ Steve Brunton: https://www.youtube.com/@UCm5mt-A4w61lknZ9lCsZtBw"
YouTube Link 2024-12-15T01:08Z 18.9K followers, [----] engagements
"Why Your Robot Project Doesn't Land On a Job. Do THIS Instead #roboticsengineering #autonomousvehicles #uav #drone #robotics #issacsim #kalmanfilter Applying for robotics grad school or jobs Don't just pile on projects and fancy keywords. Instead demonstrate the depth and complexity of the problems you've tackled. This video outlines how to truly stand out in your job interview by showcasing your problem-solving skills in the tech jobs market. ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://bit.ly/4lPbjZt"
YouTube Link 2025-07-29T12:00Z 18.9K followers, 11.7K engagements
"Your Robotics Career: What NOBODY Tells You (Until It's Too Late) #robotics #codingandrobotics #autonomousvehicles I struggled a lot when I realized that I had to study lots of math for robotics and coding. I almost thought my major is like applied math. I didn't see what's coming. I just wanted to build a robot and play with it. However robotics as a profession is totally at a different level. To avoid repeating the same mistakes on your side I made this video to describe what the robotics engineering job would be like in the most realistic manner. I hope this can help by creating realistic"
YouTube Link 2024-11-04T03:30Z 18.9K followers, 32.6K engagements
"Faster Than ROS: Lightweight Tools to Test Cool Robotics Ideas in Minutes #robotoperatingsystem #roboticsengineering #grpc I didn't know alternative tools than the Robot Operating System ROS. I thought ROS was the only message delivery system. However many others use general message communication. Some of them have higher latency than ROS while others have lower latency. But not all tools are perfect. Each has its own benefits and downsides. Compare them and choose the one that fits the best. Let me compare a few of them for you."
YouTube Link 2025-03-22T07:00Z 18.9K followers, [----] engagements
"The Stereo Vision Trick Every Industrial Robot Uses (Code Walkthrough) #computervision #autonomousnavigation #autonomousvehicles #robotics #roboticsengineering #stereocamera Robust perception based on computer vision is critical for autonomous navigation whether it's for self-driving cars drones or robots. But have you ever wondered why we need two eyes to perceive depth accurately In this video Ill prove the math behind why two eyes (or two cameras) are essential for 3D world estimationand why your robots need stereo vision too"
YouTube Link 2025-03-16T07:00Z 18.9K followers, [----] engagements
"A.I. Drone Revitalized After a Decade Episode 1: Human-Robot Interaction In this video series I embark on an exciting journey to resurrect my old AI-powered drone a project I started back in [----] during my undergrad years. After sitting idle for nearly a decade it's time to bring this semi-autonomous drone back to life upgrade its components and integrate advanced AI functionalities. In this first episode we inspect the old hardware fix the frame and replace outdated electronics with modern alternatives like the Pixhawk autopilot and NVIDIA Jetson embedded computer. I'll guide you through the"
YouTube Link 2024-08-20T20:30Z [---] followers, [---] engagements
"PID Control Anthem #robotics #control #programming #robotics #control #programming Yo all engineers How about this PID Control anthem You can be a cool kid with this. Drop the beat lyrics by: suno.ai song by: suno.ai Join me as I simplify the PID (Proportional Integral Derivative) control system the key to mastering drone balance In this video I break down the PID algorithm using a browser-based simulator showing you how it keeps drones stable with no complex math needed. Whether you're just starting out or you're a drone enthusiast you'll gain a clear understanding of how PID control works"
YouTube Link 2024-04-18T05:21Z [----] followers, [---] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-01-20T08:00Z 18.9K followers, [---] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-01-19T00:05Z 18.9K followers, [---] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-02-02T08:00Z 18.9K followers, [---] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links #programming #programming"
YouTube Link 2025-02-09T08:00Z 18.9K followers, [---] engagements
"Robotics Must-Know: Why Rotation Matrices Matter Elliot in [--] Min. The rotation matrix is the basis of many engineering fields. Robotics autonomous driving and game engine industries need a rotation matrix. It is convenient because you can multiply a vector to convert the frames. We'll cover: The importance of coordinate systems in vector description. How to define and transform vectors using rotation matrices. Practical applications in air traffic control and drone autopilot algorithms. Scaling the rotation matrix to 3D rotations. Converting between different coordinate systems seamlessly."
YouTube Link 2024-07-30T19:00Z 15.9K followers, [----] engagements
"How to Master PID Control in [----] #robotics #pidcontroller #programming Join me as I simplify the PID (Proportional Integral Derivative) control system the key to mastering drone balance In this video I break down the PID algorithm using a browser-based simulator showing you how it keeps drones stable- no complex math needed. Whether you're just starting out or you're a drone enthusiast you'll gain a clear understanding of how PID control works in real time. Learn with me and master the art of maintaining drone balance effortlessly with PID"
YouTube Link 2024-04-29T16:21Z [----] followers, [----] engagements
"From Hobby to Autonomy: The Essential Control Loop Mindset for Robotics Engineers (Don't Miss This) #robotics engineering #control engineering #controlblockdiagram The short answer: to understand what you do in robotics engineering think in terms of a control block diagram. It will give you confidence Robotics engineering is truly a multi-disciplinary field and broad. So it is not surprising that it is easy for people to get lost. I was lost as well. Though it is difficult to say whats the authentic way to start robotics I found a better way that works the best so far. Lets discuss how the"
YouTube Link 2024-10-27T23:31Z 18.9K followers, [----] engagements
"2000+ Subscribers and I'm Answering Your Questions #roboticengineering #roboticsengineer #roboticsclass More than [----] subscribers have subscribed to this channel. I'm pretty stunned by this unexpected event. More importantly I realized that many engineers and students struggle with robotics. I was not alone and you are not alone Let's make it more straightforward together. ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders:"
YouTube Link 2024-10-21T06:15Z 18.9K followers, [---] engagements
"Why Your ROS Pipeline Is Too Slow (Dora-rs Fix Inside) #robotoperatingsystem #dorars #ros2 I found an interesting project for a robot framework. What is it Let me just quote dora-rs's statement here: -------------------------------------------------------------------------------------------- In [----] AI is booming Robotic framework however hasn't changed much in years. This is why we created dora-rs dora-rs is a new robotic framework that brings modernity into robotic application. dora-rs can already show impressive performance This is the result of using our own shared memory server and"
YouTube Link 2025-03-29T07:00Z 18.9K followers, [----] engagements
"Why 90% of 3D Cameras Fail in Production (Rolling Shutter vs Global) #autonomousvehicles #computervision #roboticsengineering #robotvision #3dcamera A webcam isnt enough for roboticsyour robot needs depth perception. But with so many 3D cameras on the market its easy to choose wrong. Ill walk you through the three main choices: Intel RealSense ZED Mini and a custom stereo build. Beyond just specs Ill explain the whywhy some cameras work well for drones but fail for cars why DIY builds are fast but inconsistent and why calibration matters as much as cost. Think of this as a roadmap to"
YouTube Link 2025-09-14T21:40Z 18.9K followers, [----] engagements
"Why Your Computer Science Degree is a SUPERPOWER in Robotics Indeed the field of robotics is a large area. It is almost impossible for an individual to know every single detail and corner of robotics. However if you understand the overall picture of robotics you can still confidently navigate the field. I discussed the stepstones of robotics. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Super Glue: https://arxiv.org/abs/1911.11763 ----------------------------------------------------------------------------------- 🌏 Find Me Here:"
YouTube Link 2025-01-25T08:00Z 18.9K followers, [----] engagements
"Kalman Filter Prerequisites: Data Distribution for Autonomous Vehicles ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/"
YouTube Link 2025-05-07T07:00Z 18.9K followers, [---] engagements
"I Failed Linear AlgebraNow I Build Autonomous Drones #drone #autonomousvehicles #robotics #unmannedsystems #unmannedaerialvehicle #roboticsengineering I talked to one of my subscribers. It was a very good talk because I could recall how difficult it was to start a robotics project and career in general. In this video I shared a few tips on how to initiate the robotics project. Also I offer a free coffee chat for anyone who might want to talk to me. Checkout: https://bit.ly/4jkjH1C ----------------------------------------------------------------------------------- 📝In-video sources ➡ coffee"
YouTube Link 2025-04-06T03:58Z 18.9K followers, [----] engagements
"AI & Robotics: The Only Way to Integrate for Real-Time Performance (Stop the Guesswork) #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier."
YouTube Link 2025-01-18T08:00Z 18.9K followers, 12.3K engagements
"NEVER Touch Your Raspberry Pi Again (Robotics Workflow Revolution) #Robotics #RemoteDesktop #NoMachine #embeddedsystems #roboticsengineering #codingandrobotics You should use NoMachine to free yourself from juggling multiple onboard computers As someone who has worked extensively with embedded systems and small computers like Raspberry Pi or NVIDIA Jetson devices (e.g. TK1 TX1 Nano Orin Nano) Ive often faced the hassle of connecting monitors keyboards and mice. This setup becomes especially inconvenient when managing multiple devices making project management more challenging and reducing"
YouTube Link 2025-01-12T05:02Z 18.9K followers, [----] engagements
"From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier. #programming #programming"
YouTube Link 2025-01-19T08:00Z 18.9K followers, [---] engagements
"Beyond the Textbook: The Real Reason You Need Linear Algebra in Robotics (Don't Miss This) ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/"
YouTube Link 2025-05-14T13:01Z 18.9K followers, [----] engagements
"STOP Buying Expensive Robots DO THIS INSTEAD #roboticsengineering #codingandrobotics #robotsimulator Why do robotics engineers use the simulations That's because you don't want to crash or break your expensive robot during the test So if it's the first time to test the new algorithm for autonomous navigation use simulators like Airsim by Microsoft or Virtual Robots by Ubicoders. They both have pros and cons. So I have casually compared them including how to get started with those simulations. ----------------------------------------------------------------------------------- 📝In-video"
YouTube Link 2024-11-24T23:39Z 18.9K followers, [----] engagements
"Future-Proof Your Robotics Skills: Why KITTI is Your #1 Tool for Autonomous Navigation #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-01-06T03:17Z 18.9K followers, [----] engagements
"Ultimate Control: Cyclic Pitch Mastery with ROS and Python In the last video we discussed how to control the altitude of the virtual helicopter. However the tail rotor caused a problem with the helicopter's horizontal position control causing it to move to the right side. In this video we will fix this by controlling the helicopter's cyclic pitch allowing it to navigate to any desired position without any delay. We'll cover: Understanding the cyclic pitch control of a helicopter. Adjusting the helicopter's pitch angle to correct horizontal movement. Setting up and running the control"
YouTube Link 2024-07-29T05:00Z [----] followers, [---] engagements
"🚀 So How Does 2D Lidar Work Elliot in [--] min This is a 5-minute presentation series about technical topics at a high level. This video talks explicitly about the Lidar sensor to share the appearance of the dataset from the sensor. ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/ 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/ ----------------------------------------------------------------------------------- Time Stamps: 0:00"
YouTube Link 2024-07-04T17:00Z 18.7K followers, [----] engagements
"Don't Apply for Robotics Jobs Until You Watch This. #sensorfusion #autonomousvehicles #kalmanfilter Are you struggling to navigate the complex world of robotics job interviews Feeling overwhelmed by topics like sensors autonomous navigation or advanced Kalman filters What should you study control math & physics software deep learning You're not alone The robotics field is vast and finding a starting point for your job search can be daunting. Stop questioning your readiness and start getting answers. In this video I'll share a new perspective on preparing for your dream robotics role. We'll"
YouTube Link 2025-07-04T04:09Z 18.9K followers, 16.3K engagements
"ROS vs. Scalability: Can We Fix the DDS Problem or Is It Time to Move On #ros2 #robotoperatingsystem #roboticsengineering #distributedcomputing #autonomousvehicles Yes ROS (Robot Operating System) is a good tool. Especially I thought ROS is a must-have tool for robotics projects as the community creates the impression that it's a standard or mainstream for the field. However is it really Does the user experience meet the name value Maybe. Or maybe not. I shared my thoughts. Please share your thoughts as well. Comment below"
YouTube Link 2025-02-10T20:39Z 18.9K followers, [----] engagements
"With ROS2 and Virtual Drones Transform into 10x Engineer I'll show you how to control a swarm of virtual drones using ROS2 in real-time. Perfect for robotics engineers and students looking for advanced simulations this tutorial walks you through setting up and configuring multiple drones in a web-based virtual environment. We'll cover: ROS (Robot Operating System) and its role in robotics projects. Configuring and controlling virtual drones. Setting up a ROS2 environment with Docker and VS Code. Writing and understanding ROS2 nodes and launch files. Real-time communication between Python and"
YouTube Link 2024-07-17T17:28Z 17.5K followers, [----] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links #programming #programming"
YouTube Link 2025-02-16T08:00Z 18.9K followers, [---] engagements
"Maybe Yes. Except These People #robotics #autonomousvehicles #visualnavigation ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/ ----------------------------------------------------------------------------------- Time Stamps: 0:00 intro programming robotics engineering autonomous vehicle python robotics embedded system"
YouTube Link 2026-01-21T23:28Z 18.9K followers, [----] engagements
"With ROS2 and Virtual Drones Transform into 10x Engineer I'll show you how to control a swarm of virtual drones using ROS2 in real-time. Perfect for robotics engineers and students looking for advanced simulations this tutorial walks you through setting up and configuring multiple drones in a web-based virtual environment. We'll cover: ROS (Robot Operating System) and its role in robotics projects. Configuring and controlling virtual drones. Setting up a ROS2 environment with Docker and VS Code. Writing and understanding ROS2 nodes and launch files. Real-time communication between Python and"
YouTube Link 2024-07-08T05:08Z 17.5K followers, [----] engagements
"Maybe Yes. Except These People #robotics #autonomousvehicles #visualnavigation ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/ ----------------------------------------------------------------------------------- Time Stamps: 0:00 intro programming robotics engineering autonomous vehicle python robotics embedded system"
YouTube Link 2026-01-21T23:28Z 18.9K followers, [----] engagements
"Self-Driving Cars are Impossible Without This (It's Not AI) #autonomousvehicles #autonomousnavigation #computervision #autonomousrobots VISUAL ODOMETRY. Explore real-time car motion tracking with FLIR BlackFly cameras a key component in many autonomous vehicles. This setup demonstrates the practical challenges of moving from simulation to real-world robotics especially in areas like robot navigation and machine vision. Overcoming these hurdles is crucial for robust computer vision and successful SLAM implementations leading to better visual SLAM. In this video I show you how I built a"
YouTube Link 2025-10-24T21:32Z 18.9K followers, [----] engagements
"Why I Moved to These Data Pipeline Frameworks. #roboticsengineering #zenoh #robotsimulator #roboticsmiddleware #autonomousvehicles ROS bottlenecks serialization overhead and real robotics alternatives in this video I explain why I often see ROS as both a gift and a cage. From forced OS and compiler versions to unnecessary serialization delays Ill show you the challenges and how Ive worked around them. I demo real-world use cases of Zenoh and Iceoryx2 showing how I stream stereo images at [--] Hz directly from Unity with minimal delay bypassing ROS serialization entirely. Along the way I unpack"
YouTube Link 2025-09-21T14:00Z 18.9K followers, [----] engagements
"Why 90% of 3D Cameras Fail in Production (Rolling Shutter vs Global) #autonomousvehicles #computervision #roboticsengineering #robotvision #3dcamera A webcam isnt enough for roboticsyour robot needs depth perception. But with so many 3D cameras on the market its easy to choose wrong. Ill walk you through the three main choices: Intel RealSense ZED Mini and a custom stereo build. Beyond just specs Ill explain the whywhy some cameras work well for drones but fail for cars why DIY builds are fast but inconsistent and why calibration matters as much as cost. Think of this as a roadmap to"
YouTube Link 2025-09-14T21:40Z 18.9K followers, [----] engagements
"Why Your Robot Project Doesn't Land On a Job. Do THIS Instead #roboticsengineering #autonomousvehicles #uav #drone #robotics #issacsim #kalmanfilter Applying for robotics grad school or jobs Don't just pile on projects and fancy keywords. Instead demonstrate the depth and complexity of the problems you've tackled. This video outlines how to truly stand out in your job interview by showcasing your problem-solving skills in the tech jobs market. ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://bit.ly/4lPbjZt"
YouTube Link 2025-07-29T12:00Z 18.9K followers, 11.7K engagements
"Don't Apply for Robotics Jobs Until You Watch This. #sensorfusion #autonomousvehicles #kalmanfilter Are you struggling to navigate the complex world of robotics job interviews Feeling overwhelmed by topics like sensors autonomous navigation or advanced Kalman filters What should you study control math & physics software deep learning You're not alone The robotics field is vast and finding a starting point for your job search can be daunting. Stop questioning your readiness and start getting answers. In this video I'll share a new perspective on preparing for your dream robotics role. We'll"
YouTube Link 2025-07-04T04:09Z 18.9K followers, 16.3K engagements
"Stop Wasting Time: The Essential Tools for Robotics & Autonomous Vehicle Development #roboticsengineering #pixhawk #autonomousvehicles #computervision Let's talk about the tools I use in my daily lives as a robotics engineer. I use Pixhaw Nvidia Jetson series computers cameras and different software stacks. Dive in ----------------------------------------------------------------------------------- 📝In-video sources ➡ virtual robots: https://www.ubicoders.com/virtualrobots ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin:"
YouTube Link 2025-06-23T23:27Z 18.9K followers, [----] engagements
"Beyond the Textbook: The Real Reason You Need Linear Algebra in Robotics (Don't Miss This) ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/"
YouTube Link 2025-05-14T13:01Z 18.9K followers, [----] engagements
"Kalman Filter Prerequisites: Data Distribution for Autonomous Vehicles ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/"
YouTube Link 2025-05-07T07:00Z 18.9K followers, [---] engagements
"Engineers: Master Differential Equations for Robotics (Connect Math to Your Code & Career) ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/"
YouTube Link 2025-04-30T13:01Z 18.9K followers, [---] engagements
"From Math Class to Real Robots: Practical Linear Algebra for Autonomous Systems ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub: https://github.com/ubicoders/"
YouTube Link 2025-04-23T13:00Z 18.9K followers, [---] engagements
"The Robotics Math Road Map: Trig Derivatives & Integration for Engineers (Your First Step) Calculus and trig functions for robotics. ----------------------------------------------------------------------------------- 📝In-video sources ➡ https://github.com/ubicoders/math_for_robotics ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders: https://www.ubicoders.com/courses 🔥Blog: https://www.ubicoders.com/blogs 🔥GitHub:"
YouTube Link 2025-04-17T03:13Z 18.9K followers, [----] engagements
"I Failed Linear AlgebraNow I Build Autonomous Drones #drone #autonomousvehicles #robotics #unmannedsystems #unmannedaerialvehicle #roboticsengineering I talked to one of my subscribers. It was a very good talk because I could recall how difficult it was to start a robotics project and career in general. In this video I shared a few tips on how to initiate the robotics project. Also I offer a free coffee chat for anyone who might want to talk to me. Checkout: https://bit.ly/4jkjH1C ----------------------------------------------------------------------------------- 📝In-video sources ➡ coffee"
YouTube Link 2025-04-06T03:58Z 18.9K followers, [----] engagements
"Why Your ROS Pipeline Is Too Slow (Dora-rs Fix Inside) #robotoperatingsystem #dorars #ros2 I found an interesting project for a robot framework. What is it Let me just quote dora-rs's statement here: -------------------------------------------------------------------------------------------- In [----] AI is booming Robotic framework however hasn't changed much in years. This is why we created dora-rs dora-rs is a new robotic framework that brings modernity into robotic application. dora-rs can already show impressive performance This is the result of using our own shared memory server and"
YouTube Link 2025-03-29T07:00Z 18.9K followers, [----] engagements
"Faster Than ROS: Lightweight Tools to Test Cool Robotics Ideas in Minutes #robotoperatingsystem #roboticsengineering #grpc I didn't know alternative tools than the Robot Operating System ROS. I thought ROS was the only message delivery system. However many others use general message communication. Some of them have higher latency than ROS while others have lower latency. But not all tools are perfect. Each has its own benefits and downsides. Compare them and choose the one that fits the best. Let me compare a few of them for you."
YouTube Link 2025-03-22T07:00Z 18.9K followers, [----] engagements
"The Stereo Vision Trick Every Industrial Robot Uses (Code Walkthrough) #computervision #autonomousnavigation #autonomousvehicles #robotics #roboticsengineering #stereocamera Robust perception based on computer vision is critical for autonomous navigation whether it's for self-driving cars drones or robots. But have you ever wondered why we need two eyes to perceive depth accurately In this video Ill prove the math behind why two eyes (or two cameras) are essential for 3D world estimationand why your robots need stereo vision too"
YouTube Link 2025-03-16T07:00Z 18.9K followers, [----] engagements
"Mastering Autonomous Robotics Your Next Project Awaits #roboticsengineering #autonomousvehicles #roboticsroadmap Robotics roadmap is the most popular question I have received regarding robotics engineering. Yet I do not see any single best roadmap. Instead I tried to map out the field of robotics as much as possible from control engineering math and dynamics coding and artificial intelligence. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Robotics 101: https://bit.ly/41TdOmo"
YouTube Link 2025-03-05T02:20Z 18.9K followers, [----] engagements
"Map For Professionals Transitioning to Robotics. Don't Downgrade #roboticsengineering #autonomousvehicles #roboticsroadmap Robotics roadmap is the most popular question I have received regarding robotics engineering. Yet I do not see any single best roadmap. Instead I tried to map out the field of robotics as much as possible from control engineering math and dynamics coding and artificial intelligence. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Robotics 101: https://bit.ly/41TdOmo"
YouTube Link 2025-02-23T19:39Z 18.9K followers, 135.4K engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links #programming #programming"
YouTube Link 2025-02-16T08:00Z 18.9K followers, [---] engagements
"From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier."
YouTube Link 2025-02-13T08:00Z 18.9K followers, [----] engagements
"ROS vs. Scalability: Can We Fix the DDS Problem or Is It Time to Move On #ros2 #robotoperatingsystem #roboticsengineering #distributedcomputing #autonomousvehicles Yes ROS (Robot Operating System) is a good tool. Especially I thought ROS is a must-have tool for robotics projects as the community creates the impression that it's a standard or mainstream for the field. However is it really Does the user experience meet the name value Maybe. Or maybe not. I shared my thoughts. Please share your thoughts as well. Comment below"
YouTube Link 2025-02-10T20:39Z 18.9K followers, [----] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links #programming #programming"
YouTube Link 2025-02-09T08:00Z 18.9K followers, [---] engagements
"From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier."
YouTube Link 2025-02-06T08:00Z 18.9K followers, [----] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-02-02T08:00Z 18.9K followers, [---] engagements
"3 Major Barriers Slowing Down the Robotics Engineers I often encounter professional engineers working on robotics projects such as UGV or UAV. They have various backgrounds and their stage of the journey to robotics differ. So I wanted to discuss [--] possible blockages at the corresponding stages. And after all these coding and math skills can never be overemphasized. ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders:"
YouTube Link 2025-02-01T08:00Z 18.9K followers, [----] engagements
"From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier."
YouTube Link 2025-01-30T08:00Z 18.9K followers, [---] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-01-26T08:00Z 18.9K followers, [---] engagements
"Why Your Computer Science Degree is a SUPERPOWER in Robotics Indeed the field of robotics is a large area. It is almost impossible for an individual to know every single detail and corner of robotics. However if you understand the overall picture of robotics you can still confidently navigate the field. I discussed the stepstones of robotics. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Super Glue: https://arxiv.org/abs/1911.11763 ----------------------------------------------------------------------------------- 🌏 Find Me Here:"
YouTube Link 2025-01-25T08:00Z 18.9K followers, [----] engagements
"From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier."
YouTube Link 2025-01-23T08:00Z 18.9K followers, [---] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-01-20T08:00Z 18.9K followers, [---] engagements
"From Code to Motion: Guides on How AI & Embedded System Control Robots #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier. #programming #programming"
YouTube Link 2025-01-19T08:00Z 18.9K followers, [---] engagements
"Save $1100: Start Autonomous Navigation for FREE #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-01-19T00:05Z 18.9K followers, [---] engagements
"AI & Robotics: The Only Way to Integrate for Real-Time Performance (Stop the Guesswork) #python #arduino #roboticsengineering #autonomousvehicles #roboticsengineering Incorporating A.I. applications with an embedded system is simpler than you think. You can start architecting your robotics project based on the control block diagram. The control block diagram will guide you on which application needs to run on the computer and microcontroller sides. Once you have a clear vision involving A.I. applications in your project will be easier."
YouTube Link 2025-01-18T08:00Z 18.9K followers, 12.3K engagements
"NEVER Touch Your Raspberry Pi Again (Robotics Workflow Revolution) #Robotics #RemoteDesktop #NoMachine #embeddedsystems #roboticsengineering #codingandrobotics You should use NoMachine to free yourself from juggling multiple onboard computers As someone who has worked extensively with embedded systems and small computers like Raspberry Pi or NVIDIA Jetson devices (e.g. TK1 TX1 Nano Orin Nano) Ive often faced the hassle of connecting monitors keyboards and mice. This setup becomes especially inconvenient when managing multiple devices making project management more challenging and reducing"
YouTube Link 2025-01-12T05:02Z 18.9K followers, [----] engagements
"Future-Proof Your Robotics Skills: Why KITTI is Your #1 Tool for Autonomous Navigation #roboticsengineering #autonomousvehicles #codingandrobotics #computervision #autonomousnavigation Starting out a new autonomous navigation for your robotics project To begin with the data collection part took me some time even before actually getting started. In fact you don't have to start from collecting the data. Instead use a professional but free dataset called KITTI dataset which has various data for autonomous navigation object detection and segmentation. Check out the links"
YouTube Link 2025-01-06T03:17Z 18.9K followers, [----] engagements
"Essential Robotics Knowledge for Beginners & Entrepreneurs: My Journey to Autonomous Systems #autonomousvehicles #roboticscourse #autonomousvehicles #kalmanfilter #sensorfusion When I first started learning robotics engineering it felt impossible. Textbooks and research papers were so abstract that I couldnt connect the concepts to real-world robots. I even failed linear algebra as a sophomore so when I asked questions like How do you build an autonomous aerial vehicle my professors didnt take me seriously. But then I had a breakthrough moment. I learned how to bridge the gap between theory"
YouTube Link 2024-12-30T05:32Z 18.9K followers, 13.6K engagements
"Your Robotics Career Needs This: The Truth About Research vs. Development #controlsystems #roboticsengineering #drone #nonlinear #datascience Robotics engineering is composed of control systems with nonlinear dynamics. Like data science modeling the data from the system is the game rule to optimize the robot's controller. ----------------------------------------------------------------------------------- 📝In-video sources ➡ UTIAS paper: https://arxiv.org/abs/1810.03196 ➡ SiNDY paper: https://arxiv.org/abs/1509.03580 ➡ Steve Brunton: https://www.youtube.com/@UCm5mt-A4w61lknZ9lCsZtBw"
YouTube Link 2024-12-15T01:08Z 18.9K followers, [----] engagements
"Are You Learning Differential Equations WRONG (Robotics Engineers Need This) #differentialequation #roboticsengineering #roboticsengineer #numericalmethod #programming The name differential equation sounds scary However the practical usage of the diff. eq. is more straightforward than I thought in the robotics projects. The reason why it was misleading is because of the virtues of the typical mass classroom. However we can't just blindly accept the virtues because we need to implement the code so that the computer works. Simply thinking like a computer can be easier to get started with. So I"
YouTube Link 2024-12-08T20:46Z 18.9K followers, [---] engagements
"Beyond the Resume: Why a Video Portfolio is Your Robotics Career Advantage #roboticsengineering #jobinterview #neuralnetworks #codingandrobotics Finding a job as you graduate is a challenging task. However if you are in the robotics field you can also probably try to make a video as well. Though the robotics engineers are not the artists you can still build your portfolio. We cannot control the odds of luck but you can expose yourself more to it. You can increase the chance My previous projects involve human-robot interaction deep learning-based convolutional neural networks color constancy"
YouTube Link 2024-12-01T07:17Z 18.9K followers, [---] engagements
"STOP Buying Expensive Robots DO THIS INSTEAD #roboticsengineering #codingandrobotics #robotsimulator Why do robotics engineers use the simulations That's because you don't want to crash or break your expensive robot during the test So if it's the first time to test the new algorithm for autonomous navigation use simulators like Airsim by Microsoft or Virtual Robots by Ubicoders. They both have pros and cons. So I have casually compared them including how to get started with those simulations. ----------------------------------------------------------------------------------- 📝In-video"
YouTube Link 2024-11-24T23:39Z 18.9K followers, [----] engagements
"How I Finally "Got" Math for Robotics (After Failing Linear Algebra) #robotics #math #sensorfusion #codingandrobotics When I was working on my robotics project for my master's program math kept coming up from every research paper. As a math illiterate catching up the other math literates was quite challenging for me. But I think I have found a way to be able to read the math. I needed to stick to the definition. And I didn't have to always animate the math simulation in my head. In a way using math in robotics coding is like using APIs."
YouTube Link 2024-11-17T00:55Z 18.9K followers, [----] engagements
"Are You Missing This Crucial Computer Vision Insight for Autonomous Systems #computervision #robotics #autonomousvehicles My first motivation to study computer vision is to extract the velocity or position information from the real-time video stream from a camera. I started with a monocular camera because I found more research papers and documentation. However a monocular camera can only yield relative information among the camera frames. Then I found that the stereo camera-based approach is much clearer. Also I could extract the absolute information like velocity in meters or feet instead of"
YouTube Link 2024-11-11T04:12Z 18.9K followers, [---] engagements
"Your Robotics Career: What NOBODY Tells You (Until It's Too Late) #robotics #codingandrobotics #autonomousvehicles I struggled a lot when I realized that I had to study lots of math for robotics and coding. I almost thought my major is like applied math. I didn't see what's coming. I just wanted to build a robot and play with it. However robotics as a profession is totally at a different level. To avoid repeating the same mistakes on your side I made this video to describe what the robotics engineering job would be like in the most realistic manner. I hope this can help by creating realistic"
YouTube Link 2024-11-04T03:30Z 18.9K followers, 32.6K engagements
"From Hobby to Autonomy: The Essential Control Loop Mindset for Robotics Engineers (Don't Miss This) #robotics engineering #control engineering #controlblockdiagram The short answer: to understand what you do in robotics engineering think in terms of a control block diagram. It will give you confidence Robotics engineering is truly a multi-disciplinary field and broad. So it is not surprising that it is easy for people to get lost. I was lost as well. Though it is difficult to say whats the authentic way to start robotics I found a better way that works the best so far. Lets discuss how the"
YouTube Link 2024-10-27T23:31Z 18.9K followers, [----] engagements
"2000+ Subscribers and I'm Answering Your Questions #roboticengineering #roboticsengineer #roboticsclass More than [----] subscribers have subscribed to this channel. I'm pretty stunned by this unexpected event. More importantly I realized that many engineers and students struggle with robotics. I was not alone and you are not alone Let's make it more straightforward together. ----------------------------------------------------------------------------------- 🌏 Find Me Here: 🔥Linkedin: https://www.linkedin.com/in/hongyun-elliot-lee/ 🔥Discord: https://discord.gg/fEjuc5ccu5 🔥ubicoders:"
YouTube Link 2024-10-21T06:15Z 18.9K followers, [---] engagements
"From Math Hater to Fan: How One Concept Made Me a Better Roboticist (Essential for AI Engineers) I never thought the "boring" vector dot and cross products could be useful. In this video I discussed when I realized they were beneficial. The mathematical operations are quite like programming APIs which simplify my work so much. So I eventually became addicted to reading new mathematical theories to simplify my work. ----------------------------------------------------------------------------------- 📝In-video sources ➡ Virtual robots: https://www.ubicoders.com/virtualrobots ➡ DCM paper:"
YouTube Link 2024-10-14T22:06Z 18.9K followers, [----] engagements
"Your Robotics Career is Stalling Without This Skill (Serious) #roboticsengineering #sensorfusion #autonomousrobot #drone #unmannedaerialvehicle #autonomousvehicles Obviously I had a hard time reading the research papers on robotics. Math symbols are all new to me and I had no idea why they were even talking about math from the first spot. In fact the breakthrough to this situation is simple. Play the same game they play All you need is to experience the problem the final boss in a game stage. Then you can read the papers as a game guidebook. I know. Getting into robotics as a researcher or"
YouTube Link 2024-10-07T17:39Z 18.9K followers, 11.6K engagements
"My Secret: How I Became an Autonomous Robotics Engineer I struggled a lot when I wanted to build an autonomous robot. Everyone else made hobby robots using Arduino with blinking LEDs and toy servo motors. But I wanted more than that. More serious engineering project that could actually help people. So I went to college professors office hours and asked them how to build one. They said study linear algebra differential equation control theory code and so on. These are just a list of textbook names. But we know this trick. Even though you study all these textbooks you cant build an autonomous"
YouTube Link 2024-10-02T00:38Z 18.9K followers, 164.7K engagements
"Docker Explained - It's Like Nintendo Elliot in [--] Min. I explained Docker using a fun Game Boy analogy In this video we explore Docker containers and images and the difference between virtual machines and Docker. If you're new to Docker or need a refresher this high-level overview will help you understand how Docker can simplify your development environment. By comparing Docker to swapping game cartridges in a Game Boy we make complex concepts easy to grasp. Remember to check out my full Docker tutorial playlist linked in the description for more hands-on learning. Please like share and"
YouTube Link 2024-09-20T21:13Z 18.9K followers, [---] engagements
"PX4 Autopilot: Remember These [--] Ways to Debug PX4 Autopilot Hey guys its Elliot here In this video Im going to show you three effective ways to debug your PX4 Autopilot using tools like QGroundControl Mavlink and a debug adapter. Whether you're working with Pixhawk ArduPilot ROS2 or developing autonomous systems these methods will help you troubleshoot runtime errors and improve your drone's performance. Stick around to learn how to make debugging your PX4 easier and more efficient If you find this helpful dont forget to like and subscribe"
YouTube Link 2024-09-12T21:50Z 18.9K followers, [---] engagements
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