XHBrain

smoothly-vslam

VSLAM开源基础教程，各章节练习代码

DFL-caffe

This is a caffe re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition

awesome-detection-transformer

Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)

tianshou

An elegant PyTorch deep reinforcement learning library.

PytorchNetHub

项目注释+论文复现+算法竞赛+Pytorch实践

HRNet-Semantic-Segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

Tensorflow-YOLACT

Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

example_QAT

the example of Quant Aware Training with tensorflow1.5

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

introRL

Intro to Reinforcement Learning (强化学习纲要）

Ultra-Light-Fast-Generic-Face-Detector-1MB

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

netron

Visualizer for neural network, deep learning and machine learning models

PaperWeekly

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

stb

stb single-file public domain libraries for C/C++

HelloGitHub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

imgaug

Image augmentation for machine learning experiments.

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

DictionaryPairLearning

Matlab/Octave toolbox forDictionary Pair Learning

RollingGuidanceFilter

Matlab/Octave toolbox for Rolling Guidance Filter.

spiders_autohome

crawl autohome image about appearance

pfm_read_write

SpaceVim

A modular Vim/Neovim configuration

dd_performances

DeepDetect performance sheet

machine-learning-resources

List of books and other resources that are related to deep learning