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System that recognizes cutlery and dishes from a kinects video stream using CNNs (YOLO framewrok). It the generates the objects pointcloud and obtains suitable grasping positions. Finally it uses a UR10 robot arm to plan and move to the desired grasping locations.

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System that recognizes cutlery and dishes from a kinects video stream using CNNs (YOLO framewrok). It the generates the objects pointcloud and obtains suitable grasping positions. Finally it uses a UR10 robot arm to plan and move to the desired grasping locations.

Roslaunch table_cleaner_lab.launch
Some parameters and folders might need to be adjusted

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System that recognizes cutlery and dishes from a kinects video stream using CNNs (YOLO framewrok). It the generates the objects pointcloud and obtains suitable grasping positions. Finally it uses a UR10 robot arm to plan and move to the desired grasping locations.

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  • C++ 54.0%
  • C 28.7%
  • Python 11.3%
  • CMake 6.0%