miniresnet | Building mini resnet from scratch for rice disease classification

Final project for the WQD7006 | Machine Learning for data science course at University Malaya

Team members:

• Viktor Anchutin
• Huang Han Wang
• Xiaokai Ma
• Zhenhao Wang
• Yang Wang

Instructor: Riyaz Ahamed A.H

Project objectives

• Develop a deep learning model for rice disease classification
• Build a custom ResNet model from scratch using Pytorch.
• Build a mini deep learning framework for training and experiments

Model

Framework