zllrunning

hand-detection.PyTorch

FaceBoxes for hand detection in PyTorch

deeplab-pytorch-crf

PyTorch implementation of DeepLab v2 (ResNet) + COCO-Stuff 10k/164k

AlphaPose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

BasicSR

Basic Super-Resolution codes for development. Includes ESRGAN, SFT-GAN for training and testing.

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

albumentations

fast image augmentation library and easy to use wrapper around other libraries

DBPN-Pytorch

Deep Back-Projection Networks for Super-Resolution

dcscn-super-resolution

A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.

deep_learning_object_detection

A paper list of object detection using deep learning.

EDSR-PyTorch

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

ESPNet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

FCN-Pytorch

PyTorch Implementation of Fully Convolutional Networks.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

fuse_seg_pytorch

Pytorch Implementation of Paper: Enhancing Feature Fusion for Semantic Segmentation (face++)

imgaug

Image augmentation for machine learning experiments.

LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

maskrcnn-benchmark

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

my-schedule-of-semantic-segmentation

:metal: awesome-semantic-segmentation

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

od-annotation

目标检测数据集标注工具

Person_reID_baseline_pytorch

Pytorch implement of Person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

PIRM2018

Workshop and Challenge on Perceptual Image Restoration and Manipulation

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-mask-rcnn

pytorch-pose

A PyTorch toolkit for 2D Human Pose Estimation.

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

SemanticSegmentation_DL

Resources of semantic segmantation based on Deep Learning model

test_docker_autobuild

It is just for testing autobuilding images.

wdsr_ntire2018

Code of our winning entry to NTIRE 2018 super-resolution challenge. http://www.vision.ee.ethz.ch/ntire18/