/Pig-Image-Classification-

This is a POC for Drifly Technologies Pvt. Ltd. Image classification for Pigs

Primary LanguagePythonApache License 2.0Apache-2.0

PIG IMAGE CLASSFICATION (Web app)

Problem Statement:

To identify the type of breed the pig is having.

Approach

> Fistly I have scrapped the data from Google Images for Landrance and Large White Yorkshire and split them into Training and Testing set. 

> Then using Transfer learning concept i got some satisfactory results with Resnet50.

How to Run the project

> Clone the repository 

> create new virtual environment 

> Run pip install -r requirements.txt

> Run the app.py file and open the link to run the web app 

Demo Video:

Pig.Classification.AI.Demo.mp4