XHBrain

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.

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

netron

Visualizer for neural network, deep learning and machine learning models

stb

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

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

SpaceVim

A modular Vim/Neovim configuration

imgaug

Image augmentation for machine learning experiments.

nni

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

labelme

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

MNN

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

tianshou

An elegant PyTorch deep reinforcement learning library.

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.

Efficient-AI-Backbones

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

introRL

Intro to Reinforcement Learning (强化学习纲要）

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

contrastive-unpaired-translation

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

awesome-detection-transformer

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

PytorchNetHub

项目注释+论文复现+算法竞赛+Pytorch实践

PaperWeekly

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

smoothly-vslam

VSLAM开源基础教程，各章节练习代码

Tensorflow-YOLACT

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

dd_performances

DeepDetect performance sheet

machine-learning-resources

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

RollingGuidanceFilter

Matlab/Octave toolbox for Rolling Guidance Filter.

pfm_read_write

DFL-caffe

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

DictionaryPairLearning

Matlab/Octave toolbox forDictionary Pair Learning

example_QAT

the example of Quant Aware Training with tensorflow1.5

spiders_autohome

crawl autohome image about appearance