pycrafter 0.0.7

Text extraction from images using ONNX runtime and CRAFT net

Crafter

CRAFT text detection with ONNX Runtime

Based on the craft-text-detector. See also the source of the fork here.

Installation

$ pip install crafter

Usage

from crafter import Crafter

crafter = Crafter()

prediction = crafter('crafter/test/resources/idcard2.jpg')
for p1, p2, p3, p4 in prediction['boxes']:
    print(p1, p2, p3, p4)

Developing

$ pip install .
$ pip install onnx [e-mail]:innodatalabs/craft-text-detector.git pytest

To download Pytorch weights and convert to ONNX, run this (once):

$ python convert/craftnet.py
$ python convert/refinenet.py

This will (re-)create the ONNX files in crafter/resources.

Testing

$ PYTHONPATH+. pytest

Building

$ make