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Cat-Dog Classification using Pytorch

This is a common computer vision project to classifier images whether it is cat or dog. While the output is the accuracy, the main objective of this project is not to get a high accuracy but rather to learn how to use convolution neural network (CNN) for classification using Pytorch.

Data

The data can be downloaded in the kaggle website using this link https://www.kaggle.com/tongpython/cat-and-dog. Please make sure to extract this and save it in a folder called Data.

Installations

Create a new environemt and run the following command in your terminal


pip install -r requirement.txt

Usage

To execute the project, you only need to run the file below in your terminal

python3 main.py

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An image classification algorithm using CNN in Pytorch

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