pycrafter

Name	pycrafter JSON
Version	0.0.7 JSON
	download
home_page
Summary	Text extraction from images using ONNX runtime and CRAFT net
upload_time	2023-09-22 15:15:35
maintainer
docs_url	None
author
requires_python	>=3.8
license
keywords	craft ocr neural net onnx text detection
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # Crafter
CRAFT text detection with ONNX Runtime

Based on the [craft-text-detector](https://github.com/innodatalabs/craft-text-detector). See also the source of the fork [here](https://github.com/fcakyon/craft-text-detector).

## Installation
```bash
$ pip install crafter
```

## Usage
```python
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
```bash
$ pip install .
$ pip install onnx git@github.com:innodatalabs/craft-text-detector.git pytest
```

To download Pytorch weights and convert to ONNX, run this (once):
```bash
$ python convert/craftnet.py
$ python convert/refinenet.py
```
This will (re-)create the ONNX files in `crafter/resources`.

## Testing
```bash
$ PYTHONPATH+. pytest
```

## Building
```bash
$ make
```
            

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    "description": "# Crafter\nCRAFT text detection with ONNX Runtime\n\nBased on the [craft-text-detector](https://github.com/innodatalabs/craft-text-detector). See also the source of the fork [here](https://github.com/fcakyon/craft-text-detector).\n\n## Installation\n```bash\n$ pip install crafter\n```\n\n## Usage\n```python\nfrom crafter import Crafter\n\ncrafter = Crafter()\n\nprediction = crafter('crafter/test/resources/idcard2.jpg')\nfor p1, p2, p3, p4 in prediction['boxes']:\n    print(p1, p2, p3, p4)\n```\n\n## Developing\n```bash\n$ pip install .\n$ pip install onnx git@github.com:innodatalabs/craft-text-detector.git pytest\n```\n\nTo download Pytorch weights and convert to ONNX, run this (once):\n```bash\n$ python convert/craftnet.py\n$ python convert/refinenet.py\n```\nThis will (re-)create the ONNX files in `crafter/resources`.\n\n## Testing\n```bash\n$ PYTHONPATH+. pytest\n```\n\n## Building\n```bash\n$ make\n```",
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