# MgArcher/Text_select_captcha

实现文字点选、选字、选择、点触验证码识别，基于pytorch训练

Repository: https://github.com/MgArcher/Text_select_captcha
Canonical: https://ross.abutalabs.com/products/text_select_captcha
Language: Python
License Family: other
Last push: 2026-05-08T05:01:15+00:00

## Health v2 (maintenance only)
Score: 69/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 81, release rhythm 35, longevity 100
- inputs: {"age_days": 2201, "days_push": 117, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1656, forks 523 (observed 2026-08-28T04:05:18.031684+00:00)

## What it is
A PyTorch-based deep learning system that recognizes click-based (text-select) CAPTCHAs by detecting and ordering Chinese character positions using YOLO object detection and a Siamese matching network. It provides a Python API, CLI demos, and a FastAPI-based REST service returning click coordinates.

## Use cases
- recognize text-select click captchas from images
- solve match-the-characters captcha puzzles automatically
- serve captcha recognition via a REST API
- train a custom captcha recognition model with a small dataset
- integrate captcha solving into browser automation scripts

## When to choose
- you need to recognize Chinese text-click captchas with high accuracy and low latency
- you have only a few hundred labeled captcha images for training
- you want a self-hosted captcha recognition service on low-resource hardware

## When to avoid
- you need to solve non-click captchas like reCAPTCHA or hCaptcha
- you require a commercially licensed library (no license is provided)
- you cannot use PyTorch or GPU/CPU inference in your environment

## Facets
- artifact type: library
- maturity: active
- function: machine-learning, computer-vision, ocr, http-server, deep-learning
- domain: computer-vision, machine-learning, crawlers
- platform: python, cross-platform, windows
- tags: captcha-recognition, text-select-captcha, yolo, siamese-network, pytorch, captcha-solving, automation, linux, macos

## Member repositories
- MgArcher/Text_select_captcha (main) score 69

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:18.031684+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:44:48.823388+00:00, confidence not recorded.
  - readme: https://github.com/MgArcher/Text_select_captcha (fetched 2026-08-28T04:05:18.031684+00:00, sha e93e9cf0db9e)
- Data as of 2026-08-30T08:39:29.467469+00:00.