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Dawn's Projects

abstract-machine icon abstract-machine

A minimal, modularized, and machine-independent hardware abstraction layer

all_news_dataset_kaggle icon all_news_dataset_kaggle

Copy of All News Dataset From https://www.kaggle.com/snapcrack/all-the-news/version/4#articles1.csv

cdcs icon cdcs

Chinese Data Competitions' Solutions

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

flowdesigner icon flowdesigner

FlowDesigner is a javascript library for drawing flow chart on web.

githubdaily icon githubdaily

GitHubDaily 分享内容定期整理与分类。欢迎推荐、自荐项目,让更多人知道你的项目。

leetcode icon leetcode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

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。

nemu icon nemu

NJU EMUlator, a full system x86/mips32/riscv32/riscv64 emulator for teaching

rl_learn icon rl_learn

我的强化学习笔记和学习材料:book: still updating ... ...

weixin_crawler icon weixin_crawler

高效微信公众号历史文章和阅读数据爬虫powered by scrapy

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