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Bangla Handwritten Characters Recognition using Pytorch

Requirements

  • Python 3.5 or later
  • Install Pytorch 1.0.0 or later (https://pytorch.org)
  • Run ❱❱❱ bash requirement.sh

Data

Bangla Handwritten Characters Recognition

You can download dataset from EkushNet (https://shahariarrabby.github.io/ekush/#home). After complete download, extract the images into "data" folder Make csv file for taining,validation and testing. CSV file format should be:

/path/to/images1, class_number1
/path/to/images2, class_number2

Model Architecture

The architecture of the model is illustrated by the following

Later, I will add the graph

Training

To train the the model, run the following command:

❱❱❱ python train.py

To see the training progress in tensorboard, run the following command:

❱❱❱ tensorboard --logdir="./runs/"
Note: To change or modify the model or parameters, see config.py file

Feel free to create an issue if you (the reader) come across any problems.