https://github.com/arulkumarann/cifar-10

simple CNN on CIFAR-10
https://github.com/arulkumarann/cifar-10

Last synced: about 1 year ago
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simple CNN on CIFAR-10

• Host: GitHub
• URL: https://github.com/arulkumarann/cifar-10
• Owner: arulkumarann
• Created: 2023-11-22T16:20:45.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-11-23T05:18:18.000Z (over 2 years ago)
• Last Synced: 2024-05-12T09:40:29.192Z (about 2 years ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 65.4 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# CNN Project on CIFAR-10 Dataset

## Overview

This repository contains code and resources for a Convolutional Neural Network (CNN) project on the CIFAR-10 dataset. The CIFAR-10 dataset consists of 60,000 32x32 color images in 10 different classes, with 6,000 images per class. The goal of this project is to train a CNN to accurately classify these images into their respective classes.

## Project Structure

 - data: Contains the CIFAR-10 dataset. You can download it from CIFAR-10 and place it in this directory.

- models: Stores trained CNN models.

- notebooks: Jupyter notebooks for exploratory data analysis, model training, and evaluation.

  ## Results

  Accuracy : 74%