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faustomorales / keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
https://keras-ocr.readthedocs.io/
MIT License
1.36k stars 347 forks source link

Adding an example for fine-tuning both detector & recognizer using an your own dataset #235

Open abdulmalik29 opened 1 year ago

abdulmalik29 commented 1 year ago

I have been working on a projects that required to fine-tune both models to our numbers dataset. I have made some helper functions to convert the dataset from YOLO Keras format to the one used in training the models. I would like to provide this example to.

DancheG14 commented 1 year ago

Это было бы крайне полезно

asif-ca commented 1 year ago

@abdulmalik29 Yes, It would be extremely helpful please add.

Thanks

Terrance-Whitehurst commented 1 year ago

I am also searching for clear documentation on how to train the keras-ocr recognizer on customer image dataset.

seansteel3 commented 11 months ago

@Terrance-Whitehurst and @abdulmalik29 is this source basically what you're looking for? https://keras-ocr.readthedocs.io/en/latest/examples/end_to_end_training.html

If so then all you need to do is get your data in the same format as the guide and you're ready to retrain. I also would take a look at these as well: https://github.com/faustomorales/keras-ocr/issues/231 https://github.com/faustomorales/keras-ocr/issues/218