kazuto1011 / deeplab-pytorch

PyTorch re-implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC datasets

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How to train on COCO2014 dataset

Italy2006 opened this issue · comments

It seems that many authors use this repo to product the result on COCO dataset, but it seems that you don't provide the correspongding settings, looking forward to your reply

The first motivation for building this repository was to remove Caffe and MATLAB dependencies of the official codes. Therefore this repository is designed to convert the official COCO weights (init.caffemodel) into PyTorch-compatible format, but not to train from scratch. I remember that the training details for COCO were unrevealed, and I ended up with the current design. I think one can train COCO if implementing a dataset class, but currently I have no time to verify and maintain reproducibility over it.