DeepNumta

A Comprehensive Study on Deep Learning Approaches for Bengali Handwritten Digit Recognition

Approaches

• A custom built 10 layer Neural Network
  • Code: DeepNumtaCNN.ipynb
  • Leaderboard position: 4th
  • Gets 99.4% accuracy on validation set and 96.68% test accuracy on Kaggle test set of NumtaDB
• ResNet34
• ResNeXt

Dataset

NumtaDB - https://www.kaggle.com/BengaliAI/numta