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liuyajian's Projects

arxivtimes icon arxivtimes

repository to research & share the machine learning articles

baiduyun icon baiduyun

🖖油猴脚本 一个脚本搞定百度网盘下载 https://www.baiduyun.wiki

caffe icon caffe

Caffe: a Fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

caffe-mobile icon caffe-mobile

Optimized (for size and speed) Caffe lib for iOS and Android with demo APP.

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

caffeonacl icon caffeonacl

Using ARM Compute Library (NEON+GPU) to speed up caffe; Providing utilities to debug, profile and tune application performance

faceswap icon faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

hyperlabelimg icon hyperlabelimg

开源可视化图像标注工具(支持人脸关键点/不规则四边形标注)

hyperlpr icon hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

lantern-vpn icon lantern-vpn

PC蓝灯破解版在这里,重启程序重置500M流量,屏蔽自动更新,永久使用

libzmq icon libzmq

ZeroMQ core engine in C++, implements ZMTP/3.0

matchzoo icon matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

mini-caffe icon mini-caffe

Minimal runtime core of Caffe, Forward only, GPU support and Memory efficiency.

mobile-deep-learning icon mobile-deep-learning

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

my_orc_keras_verification_code_identification icon my_orc_keras_verification_code_identification

本项目实现了ocr主流算法gru/lstm+ctc+cnn架构,进行不定长度验证码识别,达到不分割字符而识别验证码内容的效果。验证码内容包含了大小字母以及数字,并增加点、线、颜色、位置、字体等干扰项。本项目对gru +ctc+cnn、lstm+ctc+cnn、cnn三种架构进行了对比,实践说明同等训练下gru/lstm+ctc+cnn架构准确率和速度均明显优于cnn架构,gru +ctc+cnn优于lstm+ctc+cnn,在实验2500个样本数据200轮训练时,gru +ctc+cnn架构在500样本测试准确率达90.2%。本项目技术能够训练长序列的ocr识别,更换数据集和相关调整,即可用于比如身份证号码、车牌、手机号、邮编等识别任务,也可用于汉字识别。

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