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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
Open Source Agenda is not affiliated with "Spark Ai Summit 2020 Text Extraction" Project. README Source:
rajesh-bhat/spark-ai-summit-2020-text-extraction
Stars
58
Open Issues
2
Last Commit
3 years ago
Repository
rajesh-bhat/spark-ai-summit-2020-text-extraction
License
MIT
Homepage
https://databricks.com/speaker/rajesh-shreedhar-bhat
Tags
Cnn
Ctc Loss
Keras
Lstm
Spark Ai
Summit
Text Detection
Text Extraction
Text Recognition
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