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
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Updated
Jan 30, 2026 - Jupyter Notebook