English Handwriting Recognition with CRNN and CTC Loss
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Oct 1, 2018 - Python
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iam-dataset
Here are 11 public repositories matching this topic...
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Updated
Feb 3, 2020 - Python
computer-vision
deep-learning
pytorch
data-augmentation
htr
handwritten-text-recognition
crnn
iam-dataset
ctcloss
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Oct 16, 2020 - Python
Pytorch implementation of HTR on IAM dataset (word or line level + CTC loss)
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Jul 28, 2022 - Python
Deformation-invariant line-level Handwritten Text Recognition (HTR) using a convolutional-only architecture.
pytorch
htr
handwritten-text-recognition
deformable-convolutional-networks
cnn-pytorch
iam-dataset
deformation-invariant
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Jul 28, 2022 - Python
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.
deep-neural-networks
deep-learning
tensorflow
cnn
python3
handwritten-text-recognition
ctc-loss
recurrent-neural-network
blstm
iam-dataset
crnn-tensorflow
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Oct 28, 2022 - Python
Improved Text recognition algorithms on different text domains like scene text, handwritten, document, Chinese/English, even ancient books
ocr
aster
dan
crnn
scene-text-recognition
iam-dataset
hand-written-recognition
chinese-orc
casia-hwdb
text-recognition-datasets
english-handwritten
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Feb 4, 2023 - Python
Implementation of Handwritten Text Recognition Systems using TensorFlow
deep-neural-networks
tensorflow
character-recognition
hebrew
handwritten-text-recognition
bidirectional-lstm
2d-cnn
blstm
line-recognition
bigram-model
iam-dataset
character-segmentation
dead-sea-scrolls
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Mar 15, 2024 - Python
Official PyTorch Implementation of "WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models" - ICDAR 2023
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Jun 25, 2024 - Python
Basic HTR concepts/modules to boost performance
best-practices
pytorch
text-recognition
htr
handwritten-text-recognition
ctc
iam-dataset
text-recognition-from-image
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Jun 29, 2024 - Python
Models for handwriting generation for academic purposes (My Bachelor thesis)
neural-network
python3
pytorch
rnn
handwriting-synthesis
diffusion
handwriting-generation
iam-dataset
iam-ondb
latent-diffusion
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Updated
Sep 28, 2024 - Python
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