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ldl icon ldl

Learning Deep Learning

luigi_tutorial icon luigi_tutorial

A self-contained and simple tutorial in Luigi + Running Jupyter Notebooks as Luigi tasks.

luoo.qy icon luoo.qy

❤️ 落在低处, 独立音乐社区落网的第三方客户端 🎵

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

made-with-ml icon made-with-ml

Learn how to responsibly develop, deploy and maintain production machine learning applications.

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。

nlp-journey icon nlp-journey

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.

nlpbook icon nlpbook

Applied Natural Language Processing in the Enterprise - An O'Reilly Media Publication

ocr_repo icon ocr_repo

文本检测、文本识别(cnn+ctc、crnn+ctc)

page_finder icon page_finder

Find which links on a web page are pagination links

pca-gm icon pca-gm

Code for ICCV 2019 oral paper: Learning Combinatorial Embedding Networks for Deep Graph Matching

pets icon pets

Pets is a Django-based website that allows people to share photos and information about missing pets and pets available for adoption

playwright icon playwright

Node library to automate Chromium, Firefox and WebKit with a single API

pycos icon pycos

Concurrent, Asynchronous, Distributed, Communicating Tasks with Python

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