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Real-Time Grasp/Grab Detection in Videos

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Ivan-Sotelo/darknet

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Real-Time Grab Detection in Videos

This project proposes to make an object detection network using deep learning techniques that predicts in real-time if an RGB video contains a hand grasping an object

This is a fork of the implementation of AlexeyAB's implementation of YoloV4 on darknet. linked here: https://github.com/AlexeyAB/darknet

DEMO VIDEOS

Results on a video from the Grab Dataset Evaluation Set

https://drive.google.com/open?id=1Hs_dKiOXMXJupfJTYxankmKEhLa_U2Q0

Results on a video from the UTGrasp Dataset

https://drive.google.com/open?id=1L9LAARDvmwcIoDtLduz9YnWYOrOeSDeK

Documentation on how to use or further train the object detector will follow

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Real-Time Grasp/Grab Detection in Videos

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  • C 63.5%
  • Cuda 15.2%
  • C++ 13.1%
  • Python 4.8%
  • CMake 1.4%
  • Batchfile 0.6%
  • Other 1.4%