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bgshih/aster

A TensorFlow-based deep learning model that recognizes text in natural images using attention mechanisms.

742 stars Python Computer Vision
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ASTER is an OCR system designed for scene text recognition in natural images, implementing a flexible rectification mechanism with attention-based deep learning. Built on TensorFlow (r1.4), the model takes cropped text images and outputs recognized text strings. The project includes pretrained model files and a demo script for inference.

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