Multi-Class-Weather-Classification

Purpose

• The purpose of this project is to get familiar with Computer Vision and Image Processing, Deep Convolutional Neural Networks.

Description

• In this project, we will use dataset Multi-class Weather Dataset.
• This data contains four classes Sunrise, Shine, Rain and Cloudy. Other information related to this data can be obtained in the relevant link.
• What we need to do is to design and implement deep convolutional neural networks to predict the type of weather. So our problem will be a 4-class image classification.

Implemented Models

• Simple Convolutional Neural Network
• Resnet Model
• Inception Model v1

Team members

• Amir Kasaei
• Amir Ezzati