spark-ai-summit-2020-text-extraction

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Update Dec 8th:

Speaking at Open Data Science Conference (ODSC): https://odsc.com/speakers/text-extraction-from-images-using-deep-learning-techniques/

Update 24th Aug

Report published at Weights & Biases: https://app.wandb.ai/authors/text-recognition-crnn-ctc/reports/Text-Recognition-with-CRNN-CTC-Network--VmlldzoxNTI5NDI

Refer to CRNN_CTC_wandb.ipynb for the code: https://github.com/rajesh-bhat/spark-ai-summit-2020-text-extraction/blob/master/CRNN_CTC_wandb.ipynb

Spark AI Summit

For PPT refer to : Slides_for_Spark_AI_TE.pdf

Dataset used for training text recognition model: Subset of MJSYNTH (https://www.robots.ox.ac.uk/~vgg/data/text/mjsynth.tar.gz )

Code for Text Recognition: refer to CNN_LSTM_CTC.ipynb

YouTube link: https://www.youtube.com/watch?v=kURGWG1yIxs