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lin's Projects

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

caffe icon caffe

Caffe on both Linux and Windows

caffe-faster-rcnn icon caffe-faster-rcnn

faster rcnn c++ version. joint train; please checkout into dev branch (git checkout dev)

caffe_ocr icon caffe_ocr

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

caffelstm-ocr icon caffelstm-ocr

基于caffe的LSTM OCR案例，能够利用该案例完成序列的识别，包括验证码、车牌、身份证号码、地址等长序列动长的内容识别

ccdl icon ccdl

深度学习应用框架，专注于深度学习的工程应用

clstm icon clstm

A small C++ implementation of LSTM networks, focused on OCR.

ctpn icon ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

easypr icon easypr

An open source project for chinese plate recognition. It aims to be Easy, Flexible, and Accurate. Welcome to contribute your expertise !

ed_lib icon ed_lib

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

elsdc icon elsdc

Ellipse and Line Segment Detector, with Continuous validation

gmmreg icon gmmreg

Implementations of the robust point set registration algorithm described in the paper "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645.

hyperlpr icon hyperlpr

基于深度学习的实时车牌识别项目 A license plate recognition(LPR) project base on deep learning.

imageplay icon imageplay

ImagePlay is a rapid prototyping application for image processing

imgaug icon imgaug

Image augmentation for machine learning experiments.

ocrd_tesserocr icon ocrd_tesserocr

Run tesseract with the tesserocr bindings with @OCR-D's interfaces

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle （multilingual recognition: English, Chinese, Korean, Japanese, German, French etc. 3.5M practical ultra lightweight OCR system, support training and deployment among server, mobile, embedded and IoT devices）

robust-text-detection icon robust-text-detection

Robust Text Detection implementation based on http://www.stanford.edu/~hchen2/papers/ICIP2011_RobustTextDetection.pdf

shape_based_matching icon shape_based_matching

try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers

tiny-dnn icon tiny-dnn

header only, dependency-free deep learning framework in C++11

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