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ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

analysis_tensorflow

these are notes of data analysis and tensorflow

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

awesome-image-distortion-correction

A curated list of resources on handling Rolling Shutter effects and Radial Distortions

bisenet

Add bisenetv2. My implementation of BiSeNet

data_mining

Data_analysis and mining

deep-learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

detectron2

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

docformer

Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task of Visual Document Understanding (VDU)

docparser

document-attribute-classification

ed_lib

Implementations of edge (ED, EDColor, EDPF), line (EDLines), circle and low eccentric ellipse (EDCircles) detection algorithms.

hed

code for Holistically-Nested Edge Detection

hed-tutorial-for-document-scanning

Document Scanning With TensorFlow And OpenCV

icdar2021_mfd

1st Solution For ICDAR 2021 Competition on Mathematical Formula Detection（公式检测冠军方案）

infospider

INFO-SPIDER 是一个集众多数据源于一身的爬虫工具箱🧰，旨在安全快捷的帮助用户拿回自己的数据，工具代码开源，流程透明。支持数据源包括GitHub、QQ邮箱、网易邮箱、阿里邮箱、新浪邮箱、Hotmail邮箱、Outlook邮箱、京东、淘宝、支付宝、**移动、**联通、**电信、知乎、哔哩哔哩、网易云音乐、QQ好友、QQ群、生成朋友圈相册、浏览器浏览历史、12306、博客园、CSDN博客、开源**博客、简书。

layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

lucene

lucene and elasticsearch

machinelearning

Review traditional machine learning algorithm (Welecome give some advice with me: [email protected])

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

netscope

Neural network visualizer

newproject

page_dewarp

Text page dewarping using a "cubic sheet" model

plotneuralnet

Latex code for making neural networks diagrams

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-hed

a reimplementation of Holistically-Nested Edge Detection in PyTorch

pytorch-human-pose-estimation

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

pytorch-networks

Pytorch implementation of cnn network

pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation