Vision codes

Name Description Illustration
pytorch-cnn-visualizations Pytorch implementation of convolutional neural network visualization techniques
Pytorch_Mask_RCNN Converted from [tf+keras version MASK-RCNN](https://github.com/matterport/Mask_RCNN)
Deep-Semantic-Similarity-Model-PyTorch [A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/cikm2014_cdssm_final.pdf)
Deformable-ConvNets A third-party improvement of Deformable R-FCN + Soft NMS, best single-model performance on COCO detection
mask_rcnn.pytorch Mask RCNN in PyTorch
RFCN.PyTorch Region-based FCN implemented with PyTorch
pytorch-faster-rcnn
cnnvis-pytorch visualization of CNN in PyTorch
stnm.pytorch Pytorch code for spatial transformer network with mask
faster_rcnn_pytorch Faster RCNN with PyTorch
MIL.pytorch PyTorch implementation of Multiple-instance learning.
deform-conv.PyTorch PyTorch implementation of Deformable Convolution
yolo2.pytorch This is a PyTorch implementation of YOLOv2. This project is mainly based on darkflow and darknet.
fcn.pytorch Fully Convolutional Networks implemented with PyTorch.
context_encoder.pytorch Context Encoders: Feature Learning by Inpainting
WideResNet.pytorch Wide Residual Networks (WideResNets) in PyTorch
ssd.pytorch A PyTorch Implementation of Single Shot MultiBox Detector
pytorch-siamese Siamese Network implementation using Pytorch
pytorch-semseg Semantic Segmentation Algorithms Implemented in PyTorch
CortexNet.PyTorch This repo contains the PyTorch implementation of CortexNet. Check the project website for further information.