kittinan / thai-handwriting-number

Create Thai handwriting number dataset

thai-handwriting-number

Thai handwriting number dataset

Help us to create dataset

https://kittinan.github.io/thai-handwriting-number/

Online predict thai number on web browser

https://kittinan.github.io/thai-handwriting-number/predict.html (Powered by Keras-js)

Requirement

• Keras
• Tensorflow

Instruction

Cleaning & Create Dataset

Remove image is not match a number, please see thainumber.py

import thainumber
thainumber.clean_data()

#Create dataset
thainumber.make_dataset()

#Load dataset
X,Y = thainumber.load_dataset()

Train

• use Keras mnist_cnn.py model to train

python train.py

Train on Google Cloud ML Engine

Please see the folder src/cloud-ml-engine and this blog

Predict

python predict.py --file IMG_FILE

Contributing

Feel free to contribute on this project, I will be happy to work with you.

Thank you

Thailand Deep Learning Facebook Group

License

MIT