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githubharald / SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.
https://towardsdatascience.com/2326a3487cd5
MIT License
1.99k stars 893 forks source link

Minimum Dataset Count #51

Closed contactvpatel closed 5 years ago

contactvpatel commented 5 years ago

I am using 2,823 images to train a model with numTrainSamplesPerEpoch as 25000 and batchSize as 100. I am not getting accuracy more than 14%. I have tried playing around those values (numTrainSamplesPerEpoch and batchSize) but don't see much improvement.

Is my dataset (2,823 images) are good enough for training a model? What would be minimum dataset size to train a model?

My sample project is attached. Please take a look and let me know how I can improve accuracy for a model.

SimpleHTRTest.zip

githubharald commented 5 years ago

this is not an issue with the code, therefore closing it.