YCG09/chinese_ocr
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- 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: 3092
- days_rel: n/a
- days_push: 2521
- n_releases_24m: 0
Adoption not part of the score
2782 stars · 1065 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
An end-to-end Chinese OCR system implemented with TensorFlow and Keras, combining CTPN for text detection with DenseNet + CTC for text recognition. It supports variable-length Chinese character detection and recognition, and includes training scripts and a synthetic dataset of ~3.64 million images.
Use cases
- recognize chinese text in images
- extract text from photos of chinese documents
- detect and read chinese characters from screenshots
- build an ocr pipeline for chinese pdfs or scanned pages
- train a custom chinese text recognition model
- run offline ocr on chinese signage images
When to choose
- you need open-source Chinese OCR with trainable models
- you want a TensorFlow/Keras-based OCR you can retrain on your own data
- you need both text detection and recognition in one pipeline
When to avoid
- you need actively maintained software with recent updates
- you need OCR for many languages beyond Chinese and English
- you prefer a production-ready OCR service like PaddleOCR or Tesseract with broader support
Facets
library · maturity maintenance
ocr computer-vision image-processing machine-learning deep-learning computer-vision image-processing machine-learning python windows chinese-ocr ctpn densenet ctc text-detection text-recognition tensorflow keras natural-language-processing linux macos
1 source
- readme: https://github.com/YCG09/chinese_ocr · fetched 2026-08-28 · 0ddff7b98e1b
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| YCG09/chinese_ocr | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="YCG09/chinese_ocr")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem