# Weather-image-classification

**Repository Path**: zhangao-sudo/Weather-image-classification

## Basic Information

- **Project Name**: Weather-image-classification
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-11-15
- **Last Updated**: 2021-11-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Weather-image-classification

I have built an image classifier using Deep learning & Convolutional Neural Network to predict the type of weather given an input image.

## Dataset
Link : https://data.mendeley.com/datasets/4drtyfjtfy/1 <br>
Multi class weather dataset contains different images of weather.
There are four classes :
<li>Cloudy</li>
<li>Rain</li>
<li>Shine</li>
<li>Sunrise</li>

## Notebook

The notebok contains CNN classifier for the task built from scratch.

### Accuracy Graph

![](img/accuracy.png)

### CNN Architecture

![](img/cnn_architecture.png)