Organic-And-Recyclable-Objects-Classification

PROBLEM

Waste management is a big problem in our country. Most of the wastes end up in landfills. This leads to many issues like

Increase in landfills Eutrophication Consumption of toxic waste by animals Leachate Increase in toxins Land, water and air pollution

APPROACH

Studied white papers on waste management Analysed the components of household waste Segregated into two classes (Organic and recyclable) Automated the process by using IOT and machine learning Reduce toxic waste ending in landfills

Run it now

IMPLEMENTATION

Dataset is divided into train data (85%) and test data (15%)

 Training data - 22564 images
 Test data - 2513 images

Requirements

Type below command in cmd to get up and running with the dependencies of the file.

git clone https://github.com/zubairsamo/Organic-And-Recyclable-Objects-Classification
.git

Usage

Organic-And-Recyclable-Objects-Classification.py

Author

You can get in touch with me on my LinkedIn Profile:

Zubair Samo

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