Classification of Kannada MNIST

This repository explores linear and non linear classification methods to classify Kannada MNIST dataset which is akin to original MNIST.

Classification algorithms

Comparison of the accuracies of the following algorithms

1. LDA
2. SVM
3. Deeplearning a. Neural nets - deep vs shallow b. Convolutional neural nets c. LeNet

References

[1] Prabhu, V. (2019, August 03). Kannada-MNIST: A new handwritten DIGITS dataset for the Kannada language. Retrieved April 19, 2021, from https://arxiv.org/abs/1908.01242v1