{"repo":"faustomorales/keras-ocr","free":true,"listed":false,"github":"https://github.com/faustomorales/keras-ocr","clone":"git clone https://github.com/faustomorales/keras-ocr.git","description":"A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.","language":"Python","stars":1474,"topics":["text-detection","keras-crnn","keras","ocr"],"license":"MIT","category":"media-processing","readme_excerpt":"keras-ocr This is a slightly polished and packaged version of the Keras CRNN implementation and the published CRAFT text detection model. It provides a high level API for training a text detection and OCR pipeline. Please see the documentation for more examples, including for training a custom model. Getting Started Installation keras-ocr supports Python = 3.6 and TensorFlow = 2.0.0. Using The package ships with an easy-to-use implementation of the CRAFT text detection model from this repository and the CRNN recognition model from this repository. Comparing keras-ocr and other OCR approaches You may be wondering how the models in this package compare to existing cloud OCR APIs. We provide some metrics below and the notebook used to compute them using the first 1,000 images in the COCO-Text validation set. We limited it to 1,000 because the Google Cloud free tier is for 1,000 calls a month at the time of this writing. As always, caveats apply: - No guarantees apply to these numbers -- please beware and compute your own metrics independently to verify them. As of this writing, they should be considered a very rough first draft. Please open an issue if you find a mistake. In particular, the cloud APIs have a variety of options that one can use to improve their performance and the responses can be parsed in different ways. It is possible that I made some error in configuration or parsing. Again, please open an issue if you find a mistake! - We ignore punctuation and letter case b","default_branch":null,"files":null,"tree":[],"storefront":"/r/faustomorales","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/faustomorales/keras-ocr/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}