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.
This WebApp is deployed on Render and can be found at https://bigcats.onrender.com
- 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
All contributions to the project are welcome, You can Improve the accuracy of algorithm, or can make WebApp more beautiful and interactive.