Hui Zhao's repositories
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
Cpp-Primer-Plus-6th
《C++ Primer Plus 第6版（中文版）》原书代码、习题答案和个人笔记，仅供学习和交流。
awesome_lightweight_networks
The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，AdderNet，ShuffleNetV1-V2，LCNet，Mobile+ViT etc. ⭐⭐⭐⭐⭐
Awesome-Deblurring
A curated list of resources for Image and Video Deblurring
python_developer_tools
python_developer_tools
learning-to-resize-pytorch
PyTorch Implementation of Learning to Resize Images for Computer Vision Tasks (arXiv:2103.09950)
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
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
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
Interpretable-Machine-Learning-with-Python
Interpretable Machine Learning with Python, published by Packt
keras-retinanet-test-data
Test data for keras-retinanet.
digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).
GroupWhitening
This project is the PyTorch implementation of our accepted CVPR 2021 paper, Group Whitening: Balancing Learning Efficiency and Representational Capacity
pytorch-styleguide
An unofficial styleguide and best practices summary for PyTorch
detection_template
一个目标检测的通用框架(不需要cuda编译)，支持Yolo全系列(v2~v5)、EfficientDet、RetinaNet、Cascade-RCNN等SOTA网络。
opencv_tutorials
Opencv4.0 with python (English&中文)， and will keep the update ! 👊
Just-Code
Just Code ! 针对面试训练算法题， 目前包括字节跳动面试题、 LeetCode 和剑指 offer ，持续扩容中 :star:
YOLO-Multi-Backbones-Attention
Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization
awesomeCV
记录state-of-art计算机视觉相关论文。
MTSEM
multi-task social emotion mining
awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
RetinaFace_Pytorch
Reimplement RetinaFace with Pytorch
README
README文件语法解读，即Github Flavored Markdown语法介绍
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
LearnPython
以撸代码的形式学习Python
activityrecognition
Resources about activity recognition-行为识别资料