Shypd.aiThe largest open index of AI toolsASTER is an open-source computer vision tool that recognizes cropped text in natural images. It features an attentional scene text recognizer with flexible rectification for improved accuracy.
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ASTER is an open-source attentional scene text recognizer designed to accurately recognize cropped text within natural images. It incorporates a flexible rectification mechanism to enhance recognition accuracy, particularly for challenging text orientations. The tool is implemented using TensorFlow r1.4 and reuses code from the TensorFlow Object Detection API, with a PyTorch port also available. ASTER provides scripts for data preparation, training, and on-the-fly evaluation, making it suitable for researchers and developers working on scene text recognition tasks. It includes a demo program with pretrained models for easy experimentation and offers state-of-the-art results in text recognition benchmarks.
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