Cassava Leaf Disease Classification Final Project - Notebook by Dilan Sarith Hewawitharana (dilanhewawitharana)

Learn practical skills, build real-world projects, and advance your career

Updated 3 years ago

Cassava Leaf Disease Classification

This is the course project of Deep Learning with PyTorch: Zero to GANs offered by Jovian Platform.

Task is to create deep learning model to classify cassava leaf disease. To get more information -> https://www.kaggle.com/c/cassava-leaf-disease-classification

Datatests from kaggle can be downloded from 'https://www.kaggle.com/c/cassava-leaf-disease-classification

!pip install jovian --upgrade --quiet

!pip install opendatasets --upgrade --quiet

import opendatasets as od

od.download('https://www.kaggle.com/c/cassava-leaf-disease-classification')

Please provide your Kaggle credentials to download this dataset. Learn more: http://bit.ly/kaggle-creds
Your Kaggle username: dilansarith
Your Kaggle Key: ··········

0%| | 5.00M/5.76G [00:00<03:46, 27.3MB/s]

Downloading cassava-leaf-disease-classification.zip to ./cassava-leaf-disease-classification

100%|██████████| 5.76G/5.76G [02:07<00:00, 48.4MB/s]