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anomaly-xray-gans

Anomaly detection on X-Ray MURA dataset using GAN.

anomalydetectioncvpr2018

biggan-pytorch

Pytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)

convolutional-sequence-to-sequence-model-for-human-dynamics

Source code of paper "Convolutional Sequence to Sequence Model for Human Dynamics"

dcnv2

Deformable Convolutional Networks v2 with Pytorch

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

deepmvs

DeepMVS: Learning Multi-View Stereopsis

deformable-convnets

Deformable Convolutional Networks

demon

DeMoN: Depth and Motion Network

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

human-motion-prediction

Simple baselines and RNNs for predicting human motion in tensorflow. Presented at CVPR 17.

hyperspectral-image-super-resolution-benchmark

A list of hyperspectral image super-solution resources collected by Junjun Jiang

learnpython

以撸代码的形式学习Python

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mvsnet

MVSNet: Depth Inference for Unstructured Multi-view Stereo (ECCV2018, Oral Presentaion)

nturgb-d

Info and sample codes for "NTU RGB+D Action Recognition Dataset"

pixelshuffle3d

implement of PixelShuffle3D module with pytorch

pygcn

Graph Convolutional Networks in PyTorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-deform-conv-v2

PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)

pytorch-groupnormalization

Pytorch implementation of group normalization in https://arxiv.org/abs/1803.08494 (Following the PyTorch Style)

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

slowfast-networks

implement of slowfast networks

slowfastnetworks

PyTorch implementation of "SlowFast Networks for Video Recognition".

super-slomo

PyTorch implementation of Super SloMo by Jiang et al.

tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)