meijieru/crnn.pytorch
Convolutional recurrent network in pytorch 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: 3474
- days_rel: n/a
- days_push: 713
- n_releases_24m: 0
Adoption not part of the score
2492 stars · 657 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A PyTorch implementation of the Convolutional Recurrent Neural Network (CRNN) for scene text recognition, based on the 2016 paper by Shi et al. It includes a pretrained model for recognizing text in images and scripts for training new models on custom datasets.
Use cases
- recognize text in scene images
- run OCR on images containing words
- train a CRNN text recognition model on my own dataset
- convert a pretrained CRNN model to PyTorch
- extract text from photos of signs
When to choose
- you need a lightweight, well-known scene text recognition model in PyTorch
- you want to train CRNN from scratch on your own labeled text images
- you need CTC-based sequence recognition for variable-length text images
When to avoid
- you need full OCR pipelines with detection plus recognition
- you want the latest state-of-the-art text recognition accuracy
- you need actively maintained code with recent PyTorch compatibility guarantees
Facets
library · maturity maintenance
machine-learning deep-learning ocr image-processing computer-vision deep-learning python windows crnn scene-text-recognition pytorch ctc text-recognition pretrained-model natural-language-processing linux macos
1 source
- readme: https://github.com/meijieru/crnn.pytorch · fetched 2026-08-28 · 5fd464619b5f
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| meijieru/crnn.pytorch | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="meijieru/crnn.pytorch")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem