zhaipro/easy12306

使用机器学习算法完成对12306验证码的自动识别

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Established

Implements a two-stage CNN pipeline with separate models for text recognition (model.h5) and image classification (12306.image.model.h5) to solve grid-based CAPTCHA challenges requiring object identification and localization. Uses pre-trained Keras models accepting JPG inputs and outputs grid coordinates with confidence scores for targeted objects. Earlier versions employed image similarity matching; current approach leverages deep learning for improved accuracy on unseen verification samples.

2,917 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
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Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Stars

2,917

Forks

731

Language

Python

License

Artistic-2.0

Last pushed

Mar 04, 2021

Commits (30d)

0

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