12306-captcha
A deep learning-based solution for automatically recognizing and solving 12306 railway website captchas.
What is 12306-captcha?
12306-captcha is a deep learning project designed to automatically recognize and solve the image-based captchas on China's 12306 railway ticket booking website. It trains convolutional neural networks to identify both the objects and text labels in these captchas, enabling automation of booking processes. The project provides a complete pipeline from data collection and preprocessing to model training and deployment.
Developers and researchers working on web automation, bot development, or computer vision projects who need to bypass 12306's captcha system. It's also suitable for those learning practical deep learning applications with Caffe.
It offers a specialized, open-source solution for a widely encountered problem in China, with a reproducible training workflow and a ready-to-use web demo. Unlike generic captcha-solving services, it's tailored specifically to 12306's unique captcha format.
Overview
基于深度学习的12306验证码识别
Use Cases
Best For
- Automating ticket booking scripts for the 12306 railway website
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