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Hui Zhao's Projects

awesome-ai-ml-dl icon 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.

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome_lightweight_networks icon awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,AdderNet,ShuffleNetV1-V2,LCNet,Mobile+ViT etc. ⭐⭐⭐⭐⭐

awesomecv icon awesomecv

记录state-of-art计算机视觉相关论文。

cpp-primer-plus-6th icon 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。

deep-learning-interview-book icon 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)

deeplearning-500-questions icon 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[email protected] 版权所有,违权必究 Tan 2018.06

detection_template icon 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。

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

groupwhitening icon groupwhitening

This project is the PyTorch implementation of our accepted CVPR 2021 paper, Group Whitening: Balancing Learning Efficiency and Representational Capacity

imbalanced-dataset-sampler icon imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

just-code icon 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:

mtsem icon mtsem

multi-task social emotion mining

opencv_tutorials icon opencv_tutorials

Opencv4.0 with python (English&中文), and will keep the update ! 👊

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