zhaipro/easy12306
使用机器学习算法完成对12306验证码的自动识别
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.
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Mar 04, 2021
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