ffrank89/set

set solver

flask app that uses computer vision and tensorflow keras models to identify and display all of the "sets" in a photo of set cards.

Features

• Detect and classify individual Set game cards from images
• Highlight valid sets in the uploaded image
• Train custom models for card attributes using TensorFlow and Keras
• Flask web application for easy image upload and processing

Requirements

• Python 3.x
• Virtualenv (optional, but recommended)

Run Locally

Clone the project

git clone https://github.com/ffrank89/set

Go to the project directory

cd set

Set up Virtual Environment (optional but will help with dependency conflicts)

python -m venv env
source env/bin/activate  # On Windows, use `env\Scripts\activate`

Install the dependencies

pip install -r requirements.txt

Train the models

python3 runners/TrainerRunner.py

Run flask app

python3 app.py