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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

angela-java

安琪拉的Java私房菜

centernet

Object detection, 3D detection, and pose estimation using center point detection:

chinesesemantickb

ChineseSemanticKB,chinese semantic knowledge base, 面向中文处理的12类、百万规模的语义常用词典，包括34万抽象语义库、34万反义语义库、43万同义语义库等，可支持句子扩展、转写、事件抽象与泛化等多种应用场景。

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

efficientteacher

A Supervised and Semi-Supervised Object Detection Library for YOLO Series

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fe4ml-zh

:book: [译] 面向机器学习的特征工程

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

ituring_books

图灵程序设计丛书分享

key-book

《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/

learning-opencv-4-computer-vision-with-python-third-edition

Learning OpenCV 4 Computer Vision with Python 3 – Third Edition, published by Packt

legend-of-sword-and-fairy

仙剑奇侠传DOS版经典收藏

lstm

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

mars-evaluation

This repository provides the evaluation codes for the MARS dataset

netron

Visualizer for neural network, deep learning, and machine learning models

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

open-images-dataset

Open Images is a dataset of ~9 million images that have been annotated with image-level labels and bounding boxes spanning thousands of classes.

opencv-contrib-module-chinese-tutorials

OpenCV 扩展模块教程

parso

A Python Parser

person_reid_baseline_pytorch

Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

pixelannotationtool

Annotate quickly images.

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book