A simple neural network using Tensorflow that recognizes Nepali hand written digits.
The entire project - from collected raw data to cleaned training data and usable neural network is available in this repo. I've also included a few neural network models including a few CNNs (Hence, the large download size.) so that you can compare the accuracy and prediction time of these neural networks.
Feel free to ask questions.
git clone https://github.com/SafalPandey/ankaAnumaan.git
cd ankaAnumaan
pip install -r requirements.txt
You need to have pip installed for this to work.
python ankaAnumaan.py 0to9.jpg
This takes the image file: 0to9.jpg inside input/ folder and runs it through the selected neural network model (Hardcoded in ankaAnumaan.py file.) and gives a labelled image to output/ folder.
You can use any one of the images inside input/ folder or specify the absolute path (from root) to the image you wish to classify.
Please note that only images with high contrast are contoured and then classified accurately. Enjoy :D
