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Top 8 ctc-loss open source projects

验证码识别

✭ 2,268

Jupyter Notebook python jupyter-notebook deep-learning keras ocr captcha pytorch-tutorial crnn keras-tutorials captcha-breaking ctc-loss

A TensorFlow implementation of hybird CNN-LSTM model with CTC loss for OCR problem

✭ 27

python ocr deep-learning tensorflow ctc-loss

Vietnamese Speech Recognition

✭ 22

C++python Makefile Cuda shell Jupyter Notebook speech-recognition automatic-speech-recognition speech-to-text stt asr vietnamese-nlp ctc-loss vietnamese-language ctc-decode vietnamese-speech-recognition

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

✭ 15

python cnn pytorch lstm handwritten-text-recognition ctc-loss iam-dataset

Optical character recognition Using Deep Learning

✭ 25

Jupyter Notebook shell python tensorflow cnn lstm tensorflow-experiments deeplearning optical-character-recognition lstm-neural-networks rcnn ctc-loss

captcha-recognition

End-to-end captcha image recognition using PyTorch and CTC loss binding.

✭ 29

python captcha pytorch ctc-loss

Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]

✭ 130

python Dockerfile ocr lstm spatial-transformer-network handwritten-text-recognition keras-tensorflow stn ctc-loss mobilenet crnn crnn-ocr handwritten-character-recognition

An implementation of RNN-Transducer loss in TF-2.0.

✭ 46

python ctc-loss asr-decoder asr-model transducer-loss rnnt

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