<commit_before># pytorch-semseg

[![Build Status](https://travis-ci.com/meetshah1995/pytorch-semseg.svg?token=<KEY>6&branch=master)](https://travis-ci.com/meetshah1995/pytorch-semseg)

## Semantic Segmentation Algorithms Implemented in PyTorch


### Networks implemented

* [Segnet](https://arxiv.org/abs/1511.00561) 
* [FCN32s](https://arxiv.org/abs/1411.4038)
* [U-Net](https://arxiv.org/abs/1505.04597)

### DataLoaders implemented

* [CamVid](http://mi.eng.cam.ac.uk/research/projects/VideoRec/CamVid/)
* [Pascal VOC](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/segexamples/index.html)

### TODO

* Implement FCN16s, FCN8s
* Implement MaskRCNN
* Add support for loading pretrained VGG16 weights for Segnet and FCNxs
<commit_msg>Update readme and remove completed tasks from todo<commit_after># pytorch-semseg

[![Build Status](https://travis-ci.com/meetshah1995/pytorch-semseg.svg?token=<PASSWORD>&branch=master)](https://travis-ci.com/meetshah1995/pytorch-semseg)

## Semantic Segmentation Algorithms Implemented in PyTorch

This repository aims at mirroring the semantic segmentation architectures as mentioned in respective papers. 

### Networks implemented

* [Segnet](https://arxiv.org/abs/1511.00561) - With Unpooling using Maxpool indices
* [FCN](https://arxiv.org/abs/1411.4038) - All 1( FCN8s), 2 (FCN16s) and 3 (FCN8s) stream variants
* [U-Net](https://arxiv.org/abs/1505.04597) - With optional deconvolution and batchnorm

### DataLoaders implemented

* [CamVid](http://mi.eng.cam.ac.uk/research/projects/VideoRec/CamVid/)
* [Pascal VOC](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/segexamples/index.html)

### TODO
* Add dataloader for MS COCO
* Implement MaskRCNN

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