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hubertang's Projects

auboi5-d435-ros-dope icon auboi5-d435-ros-dope

Aubo i5 Dual Arm Collaborative Robot - RealSense D435 - 3D Object Pose Estimation - ROS

deep_object_pose icon deep_object_pose

Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018) (forked version for Intel RealSenseD435 camera)

imgaug icon imgaug

Image augmentation for machine learning experiments.

robot-grasp-detection icon robot-grasp-detection

Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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