Identification:
The system successfully recognized common waste objects (e.g., tissue, paper, cans, bottles, cloth) and classified them as recyclable or non-recyclable using the advanced vision-language model.
Grasping & Sorting:
The Sawyer robot performed stable grasps from a fixed height and accurately placed items into the corresponding bins. The integration of AR tags ensured localization, facilitating reliable sorting actions.
Setup
RGB image captured by the RealSense camera
Depth image captured by the RealSense camera
Item identification
We can detect cats but we can not recycle them!