The project was done under TCS iON as a virtual internship and aims to extract handwritten text from images using Deep Learning. Trained a Tensorflow Keras model on IAM public dataset on a sample of 90000 images using a CRNN architecture with a CTC loss function. Achieved a testing levenshtein accuracy of 92-94% and was deployed using streamlit cloud
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The project was done under TCS iON as a virtual internship and aims to extract handwritten text from images using Deep Learning. Trained a Tensorflow Keras model on IAM public dataset on a sample of 90000 images using a CRNN architecture with a CTC loss function. Achieved a testing levenshtein accuracy of 92-94%.
ihsan292292/HandWrittenTextExtraction
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The project was done under TCS iON as a virtual internship and aims to extract handwritten text from images using Deep Learning. Trained a Tensorflow Keras model on IAM public dataset on a sample of 90000 images using a CRNN architecture with a CTC loss function. Achieved a testing levenshtein accuracy of 92-94%.
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