Deep learning and computer vision based intelligent robot arm picks different color of bottle caps.
- Dobot (robot arm)
- RealSense d435 (depth camera)
- how to use OpenCV
- how to train a yolov5 model (deep learning)
- how to use Dobot and RealSense api
- Robot arm inverse kinematics
- Camera calibration
You can view our demo by visiting the video https://youtu.be/lpzVwQIzMhM?si=JPhQXJa5e3zJex9v , https://youtu.be/U5HBWdTwz8k?si=u7mHrlaMDJk7-0RA and https://youtu.be/rpkPVAdVu0Y