kerlomz/captcha_trainer
[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model. observed · 2026-08-28
Health v2 · maintenance only
55/100
- Activity 51
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2938
- days_rel: n/a
- days_push: 297
- n_releases_24m: 0
Adoption not part of the score
3213 stars · 823 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A deep learning training tool for image CAPTCHA recognition built on TensorFlow, using CNN/ResNet/DenseNet backbones with GRU/LSTM recurrent layers and CTC/CrossEntropy decoding. It offers a visual, code-free workflow for training OCR models that can be exported and deployed via a companion serving platform.
Use cases
- train a model to recognize image captchas
- build an OCR model for distorted text images without coding
- train text recognition models with CTC loss
- create image classification models from labeled samples
- recognize captchas with overlapping or rotated characters
When to avoid
- you need a ready-made inference/serving solution rather than training (use the companion deployment project)
- you work outside TensorFlow 1.x ecosystems or need PyTorch
- you need general-purpose document OCR rather than short text/captcha recognition
Facets
application · maturity active
machine-learning deep-learning ocr image-processing llm-training machine-learning computer-vision image-processing developer-tools windows python cross-platform captcha-recognition tensorflow ocr-training ctc-loss model-training gui no-code gpu
1 source
- readme: https://github.com/kerlomz/captcha_trainer · fetched 2026-08-28 · a295291de646
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| kerlomz/captcha_trainer | main | 55 |
For agents
markdown · JSON · MCP: product_card(name="kerlomz/captcha_trainer")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem