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Multi-label ResNet for the PASCAL Visual Object Classes Challenge 2012

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pascal-voc-2012

PASCAL VOC 2012 for 50.039 Theory and Practice of Deep Learning

  • Dependencies in requirements.txt.
  • To run the GUI for inference, python app_main.py.
  • To train a model. python train.py 'BCE' <num_epochs> <num_workers> <learning_rate> 1e-3
  • To validate a model, python val.py <model_path_without_ext>
  • Training parameters available here

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Multi-label ResNet for the PASCAL Visual Object Classes Challenge 2012

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