QOCR-Tiny v1

A compact CNN + BiGRU + CTC text recognition model. Built from scratch, no pretrained weights, released under MIT License.

Usage

python inference.py path/to/image.png

Prints the recognized text to stdout.

from inference import ocr_file

text = ocr_file("path/to/image.png")
print(text)

Or, working directly with a PIL image:

from PIL import Image
from inference import ocr

image = Image.open("path/to/image.png")
text = ocr(image)
print(text)

No text detection — you supply the region to read; the model does not locate text within a larger image.
Greedy CTC decoding only; no beam search or language model rescoring.

MIT License.

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