6D object pose estimation is a crucial prerequisite for autonomous robot manipulation applications.
We present SynPick, a synthetic dataset for dynamic scene understanding in bin-picking scenarios.
The entire pipeline can be executed on-board and is suitable for on-line grasping scenarios.
Object pose estimation is a crucial prerequisite for robots to perform autonomous manipulation in clutter.
Autonomous robotic manipulation in clutter is challenging.