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Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

Handwritten-Text-Recognition

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Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.

Improved Text recognition algorithms on different text domains like scene text, handwritten, document, Chinese/English, even ancient books

English Handwriting Recognition with CRNN and CTC Loss

Easter2

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Easter2.0: IMPROVING CONVOLUTIONAL MODELS FOR HANDWRITTEN TEXT RECOGNITION

HTR-ctc

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Pytorch implementation of HTR on IAM dataset (word or line level + CTC loss)

handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.

WordStylist

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Official PyTorch Implementation of "WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models" - ICDAR 2023