ShellHacks2020 Neural Network Workshop

Welcome to our Neural Network Workshop at ShellHacks 2020!

Demo

Contents

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DeRes Script

• To run the script to create a deresolution face dataset (Not used in this workshop, but useful anyhow!)

Django Image Classifier

• The Django folder contains all the files needed for our netlify site implmentation

• Model used: Convolutional Neural Network (CNN)

Steps to start the Django Server in localhost:8000

1. Open up Anaconda3 command prompt or regular command prompt

2. change directory to where django folder is located

cd [file location]

3. Create virtual environment: conda NOTE: environment name does not matter

conda create --name [environment name]

4. Activate your virtual environment by: conda

conda activate [environment name]

5. Change your directory into the django project folder:

cd django_image_classifier/django_image_classifier

6. Install dependencies from requirements.txt file:

pip install -r requirements.txt

                or

pip3 install -r requirements.txt

7. Activate the server in localhost:8000:

python manage.py runserver

8. Go to the browser and access local host:

In url bar, search "localhost:8000" or any similar local hosts.

Resources

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• Workshop Slides
• Youtube Video
• Become a Google DSC FIU Member!

Youtube Video