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CascadeRCNN

pytorch-1.1 torchvision-0.3

References

Prerequisites

  • Python 2.7 or 3.6
  • Pytorch 1.1 or higher
  • CUDA 9.0 or higher
  • tensorboardX

Preparation

First of all, clone the code

git clone https://github.com/leowangzi/CascadeRCNN.git
cd CascadeRCNN

Then, create a folder:

mkdir data

or

ln -s [source_data] data

What we are doing and going to do

  • [TODO] Support pytorch-1.1 (master).
  • [TODO] Support torchvision-0.3 (master).
  • soft-nms

Benchmarking

I benchmark this code thoroughly on pascal voc2007 and 07+12. Below are the results: