Computer Vision using CIFAR10

This is a Convolutional Neural Network trained on the CIFAR-10 Dataset.

Instructions

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Windows:

Run Powershell as Admin using command

Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))

Install Python

choco install python3 git.install -y

Refresh env variables (PATH):

refreshenv

Close and reopen powershell

MacOS:

Install Homebrew

/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"

Add brew executables to path

export PATH="/usr/local/opt/python/libexec/bin:$PATH"

Install Python

brew install python git

Set Up Python

Install pip

python -m pip install -U pip

Install python packages

pip install torch pillow jupyter torchvision numpy matplotlib

Download the Project

Clone the repo from github using

cd Documents
git clone https://github.com/Nittany-Data-Labs/AI-Workshop
cd AI-Workshop

Run Project

Inside of the proper repository run

jupyter notebook

Adding to your github

Visit GitHub and create your own repository

Run the top set of commands FIRST LINE

git init
git add .
git commit -m "first commit"
git branch -M main
git remote add origin <YOUR GITHUB>
git push -u origin main

After running this, delete the instructions and add it to your github!

Note: For troubleshooting purposes

MacOS

Removing the .git repository. We are removing this so you can put it on your own github.

rm -rf .git

Windows

del .git

Note: If you are unable to delete it may be because you cloned using the ADMIN Powershell window

Instructions Complete

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