zhaipro/easy12306

Health v2 · maintenance only

Adoption not part of the score

2910 stars · 724 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Python project that uses deep learning models to automatically recognize 12306 (China Railway) captchas, identifying both the Chinese text prompt and the matching images in the captcha grid. It ships pre-trained Keras models and CLI scripts for recognition.

Use cases

• solve 12306 captcha automatically
• recognize chinese text in captcha images
• classify small object images with deep learning
• identify which grid images match a captcha prompt
• learn how captcha recognition models are built

When to choose

• you need to automate 12306 captcha solving
• you want pre-trained models for this specific captcha format
• you want a reference implementation of two-stage captcha recognition

When to avoid

• you need general-purpose captcha solving for other sites
• you need a maintained production service - the project has not been updated since 2021 and 12306 may have changed its captcha
• you need a supported API rather than local scripts

Facets

library · maturity maintenance

machine-learning deep-learning computer-vision ocr image-processing machine-learning computer-vision image-processing python cli cross-platform captcha-recognition 12306 cnn keras chinese-text-recognition

Member repositories

For agents

markdown · JSON · MCP: product_card(name="zhaipro/easy12306")