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bilstm-based-language-model

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Kalana-S / Alphanumeric-Recognition-System

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Flask web application recognizes a single word or number from an image based on deep learning word and digit recognition that combines a hybrid inference pipeline with the use of TensorFlow, a CNN + BiLSTM (CRNN) architecture, and CTC decoding.

flask deep-learning tensorflow keras cnn image-classification vgg16 keras-tensorflow number-recognition ctc-loss alphanumeric crnn bilstm crnn-ocr crnn-ctc ctc-decode word-recognition bilstm-based-language-model crnn-model alphanumeric-recognition
  • Updated Jan 30, 2026
  • Jupyter Notebook

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