ocrtoolkit

Versatile Python package for seamlessly integrating and experimenting with various OCR and Object Detection frameworks.

• Quickstart
• Documentation
• Notebooks

Quickstart

ocrtoolkit is available on PyPI and can be installed with pip. Supports integrations with:

• DocTR
• PaddleOCR
• Ultralytics
• Google Cloud Vision

$ pip install ocrtoolkit

After installing ocrtoolkit you can use it like any other Python module.

Here is a simple example:

from ocrtoolkit.models import UL_YOLOV8
from ocrtoolkit.datasets import FileDS
from ocrtoolkit.core import detect

ds = FileDS("some_images_dir")
mini_ds = ds.sample()
model = UL_YOLOV8()

l_results = detect(model, mini_ds, stream=False)

Documentation

The API Reference provides API-level documentation

Notebooks

Refer notebooks for examples on how to use the modules.