shanyuhu

AdversarialNetsPapers

The classical papers and codes about generative adversarial nets

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

awesome-object-proposals

A curated list of object proposals resources for object detection

c-blosc

A blocking, shuffling and loss-less compression library that can be faster than `memcpy()`.

caffe

Caffe: a fast open framework for deep learning.

caffe-tools

Some tools and examples for pyCaffe including LMDB I/O, custom Python layers and monitoring training error and loss.

CoGAN_PyTorch

contextlocnet

ContextLocNet: Context-aware Deep Network Models for Weakly Supervised Localization (ECCV 2016)

crayon

A language-agnostic interface to TensorBoard

deep-learning-book

Deep Learning Book by Ian Goodfellow, Yoshua Bengio and Aaron Courville

deep-visualization-toolbox

DeepVis Toolbox

diracnets

Training Very Deep Neural Networks Without Skip-Connections

drnet

grad-cam

Gradient-based Visualization and Localization

MachineLearning

一些关于机器学习的学习资料与研究介绍

mask_rcnn_pytorch

Mask RCNN in PyTorch

MNC

Instance-aware Semantic Segmentation via Multi-task Network Cascades

NetDissect

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

parts-object-context

Code for "Objects as Context for Part Detection".

pastalog

Simple, realtime visualization of neural network training performance.

py-R-FCN

R-FCN with joint training and python support

PyTables

A Python package to manage extremely large amounts of data

pytorch-CycleGAN-and-pix2pix

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

pytorch_RFCN

PyTorch implementation of R-FCN

R-FCN

R-FCN: Object Detection via Region-based Fully Convolutional Networks

rsis

Recurrent Neural Networks for Semantic Instance Segmentation

soft-nms

Object Detection

synthetic-computer-vision

A list of synthetic dataset and tools for computer vision

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

VimPlugins

vim config files and plugins