xhacj's starred repositories

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

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netron

Visualizer for neural network, deep learning and machine learning models

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stb

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

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pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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SpaceVim

A modular Vim/Neovim configuration

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imgaug

Image augmentation for machine learning experiments.

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nni

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

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labelme

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

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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.

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

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

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Yet-Another-EfficientDet-Pytorch

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

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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

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contrastive-unpaired-translation

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

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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

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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

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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

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RollingGuidanceFilter

Matlab/Octave toolbox for Rolling Guidance Filter.

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

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example_QAT

the example of Quant Aware Training with tensorflow1.5

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spiders_autohome

crawl autohome image about appearance

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