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Is it a Chhetah, Leopard or Jaguar?

Open Source Helpers

Identifies if it is a cheetah, a leopard, or a jaguar by looking at their images. I always have trouble classifying between these three big cats, that's why I thought to make a classifier using deep-learning.

In this projects I created a dataset set by scrapping images from Google Images. I have used about 300 images from each class. This project is inspired by lesson-2 of fastai course.

I have made a WebApp for this project with help of frontend template provided by fastai.

Live Demo

This WebApp is deployed on Render and can be found at https://bigcats.onrender.com

Local Installation

  • Clone the repository

$ git clone https://github.com/shashank2806/cheetah-leopard-jaguar.git

  • Install required libraries

$ pip install -r requirements.txt

  • Then cd into cloned folder

$ cd cheetah-leopard-jaguar

  • Run server.py

$ python app/server.py serve

Contributing

All contributions to the project are welcome, You can Improve the accuracy of algorithm, or can make WebApp more beautiful and interactive.

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WebApp to identify if it is a cheetah, a leopard, or a jaguar by looking at their images

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