ravimashru / cassava-clf

A classifier capable of identifying the type of disease present on a cassava leaf image

Cassava Leaf Disease Classifier

This repository contains experiments conducted to create a classifier capable of identifying the type of disease present on a cassava leaf image.

All experiments are tracked using Weights & Biases.

Data source: Kaggle - Cassava Leaf Disease Classification

Iterations

Baseline

Notebook

Accuracy achieved: 0.879645

Progressive Resizing, Normalization and Test Time Augmentation

Notebook

Accuracy achieved: 0.885029

Progressive Resizing, Normalization, Test Time Augmentation and MixUp

Blog post

Accuracy achieved: 0.885019