ROS2 Pick and Place: OpenCV Color Sorting using Franka Panda | Robot #ros2 #robotics #colorsorting

Video Description

Follow me on LinkedIn: https://www.linkedin.com/in/kumar-utkarsh-124aab227/ Welcome to our Integration Masterclass! In this in-depth workshop, we guide you through a complete pick-and-place project, teaching you how to integrate some of the most powerful tools in robotics. Learn to control the Franka Panda robotic arm to intelligently sort objects by color using computer vision. This session is perfect for aspiring robotics engineers, students, and professionals who want to understand how to combine perception, planning, and simulation into a single, functional system. Visit Website: mechamindlabs.com 🤖 PROJECT CODE: Access all the source code and resources from this workshop on our GitHub repository: https://github.com/MechaMind-Labs/Franka_Panda_Color_Sorting_Robot.git 🔥 Ready to Go Pro? Join Our 45-Day Cohort! 🔥 We are launching our exclusive ROS2 Certification Program. This is an intensive, hands-on cohort designed to help you build your very first autonomous robot in less than 45 days. If you're serious about a career in robotics, this is the next step. 🚀 Join the pre-registration waitlist to get early access and updates: https://forms.gle/4sotZMAs2Ybtm8vb9 🔗 STAY CONNECTED: 💬 Join our WhatsApp Community: Connect with fellow robotics enthusiasts, ask questions, and get support from the MechaMind Labs community. https://chat.whatsapp.com/FFD5Yt2i9eM4aGMGsqp2SS 📺 Subscribe for more workshops and tutorials! Timestamps 00:00:00 - Introduction to the Pick and Place Project 00:01:16 - Speaker's Self-Introduction 00:02:42 - Upcoming 45-Day Robotics Program 00:04:16 - Step 1: Building the ROS 2 Workspace and Robot Description 00:10:30 - Writing the URDF for the Robot 00:13:35 - Creating the Python Launch File 00:15:38 - Building and Launching the Robot in RViz 00:17:10 - Q&A: How the GUI Node Works 00:18:47 - Q&A: Inverse Kinematics and MoveIt 00:21:40 - Step 2: Simulating the Robot in Gazebo 00:35:45 - Creating the ROS 2 Controllers Package 00:39:24 - Configuring the Controller YAML File 00:44:37 - Writing the Python Node to Control the Robot in Gazebo 00:56:45 - Demonstrating Robot Control in Gazebo with the GUI 01:00:50 - Explanation of Inverse & Forward Kinematics 01:10:45 - Explanation of Transforms and Rotation Matrices 01:13:50 - Step 3: Setting Up MoveIt 2 01:19:56 - Using the MoveIt Setup Assistant 01:35:20 - Launching and Demonstrating MoveIt with RViz and Gazebo 01:39:30 - Short Break 01:41:00 - Step 4: Creating the Vision Package for Color Detection 01:51:50 - Q&A: Obstacle Avoidance Simulation 01:55:20 - Adding the Camera Sensor to the URDF 02:05:25 - Explaining the Color Detection OpenCV Script 02:12:45 - Explaining Transforms: Base, Camera, and Object 02:28:10 - Step 5: Integrating py_moveit2 for Programmatic Control 02:35:25 - Explaining the Pick and Place Python Script 02:44:30 - Creating a Bringup Package to Launch Everything 02:47:45 - Running the Final Pick and Place Project 02:51:50 - Troubleshooting and Fine-Tuning the Pick and Place Task 02:56:15 - Demonstrating Real-Time Object Position Detection 02:59:48 - Q&A and Final Wrap-up 03:01:40 - Discussion on the Upcoming 45-Day Robotics Cohort #ros2 #ros2tutorial #robotics #ros2forbeginners #moveit2 #gazebo #roboticarm #frankapanda #pickandplace #opencv #ros2projects #roboticsprojects #mechamindlabs #integration #makeitreal