# Waste Management :india:
#### The world generates at least 3.5 million tons of waste per day and this number is still increasing day by day that's why we need to aware about waste.
#### This web application can classify waste with 9 different waste materials and it will show you the details of that particular waste materials. This will help to raise awareness for people to reduce and recycle waste.
## Overview
- There are **LIGHT BLUBS, PAPER, PLASTIC, ORGANIC, GLASS, BATTERIES, CLOTHES, METAL, E-WASTE** total 9 different types of waste materials which are use for recycling.
- In this project i have collected and filtered data by my self from google images and dreamstime.com
- Here i have **8369 images** belonging **9 classes**.
- Here i have trained dataset using **VGG16** Transfer Learning technique of CNN for classification.
- Here i have trained this model till **28 epochs** and i got **69.77%** accuracy.
- Initially i had trained my model with **Inceptionv3** and it's gave me **90.34%** accuracy. But it was not accurate when i tested it on some images. But when i tested **VGG16** with **69.77%** accuracy it gives me accurate result.
## Data Source
- In this project i have collected and filtered data by my self from google images and dreamstime.com
- I have uploaded my dataset on google drive.
- [click here to get dataset](https://drive.google.com/drive/folders/1I3nO4Z09VvrwCOJtWsxBvBZnhnw29Ypr?usp=sharing)
#### Here's simple steps to create an application on Elastic Bean Stalk
1. Open the Elastic Beanstalk console using this link: https://console.aws.amazon.com/elasticbeanstalk/home#/gettingStarted?applicationName=getting-started-app
2. Enter your application name.
3. Application tags are optional so just ignore it.
4. For Platform, choose a python platform.
5. For Application code choose Upload your code.
6. Upload a zip file of your project.
7. Click on create application button.
- rest of the things will take care by aws elastic bean stalk and you will get deployed link.
## Technologies Used
