Image Classification

A school project involves classifying CIFAR-10 images using Multi-Layer Perceptron and Convolutional Neural Network.

Outputs directories are displayed on terminal. Total runtime is way longer than it should have been.

Dependencies

• python 3.10.0
• torch, torchvision - Build, Train/Validate/Test Models
• scikit-learn, numpy - Helper Tools
• matplotlib - Plot Graphs

Installation

1. Clone Repo:

   git clone https://github.com/Ka-raS/Image-Classification.git
   cd Image-Classification

2. Install Dependencies:

   pip3 install -r requirements.txt

   Or

   pip3 install torch torchvision scikit-learn numpy matplotlib

3. Run Program:

   python3 -m source

Compile report file using MikTex

cd report
pdflatex report.tex

Screenshot