# pytorch-semseg

[![Build Status](https://travis-ci.com/meetshah1995/pytorch-semseg.svg?token=H8ye8rbTHySsWieqJyz6&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/)

### TODO

* Implement FCN16s, FCN8s
* Add support for loading pretrained VGG16 weights for Segnet and FCNxs
* Add loader for PascalVOC 2012
# pytorch-semseg

[![Build Status](https://travis-ci.com/meetshah1995/pytorch-semseg.svg?token=H8ye8rbTHySsWieqJyz6&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

Update Readme for pascal loader and maskrcnn plans
Update Readme for pascal loader and maskrcnn plans
