pranerd

maskrcnn-benchmark

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

NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Mastering.Python.Design.Patterns

《精通Python设计模式》2015年1月

design_patterns

图说设计模式

python3-cookbook

《Python Cookbook》 3rd Edition Translation

SynSeg-Net

SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth

mmdetection

OpenMMLab Detection Toolbox and Benchmark

CADLab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

SemanticSegmentation_DL

Resources of semantic segmantation based on Deep Learning model

pytorch-segmentation

Pytorch for Segmentation

DetNet_pytorch

An implementation of DetNet: A Backbone network for Object Detection.

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

ganhacks

starter from "How to Train a GAN?" at NIPS2016

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

Jacinle

Personal python toolbox.

pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

smart_open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

pediatric-bone-age-prediction

Based on kaggle RSNA Pediatric Bone Age Prediction from X-Rays

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

Machine-Learning

handong1587.github.io

tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

RoIAlign.pytorch

RoIAlign & crop_and_resize for PyTorch

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)