Runpod hackathon - Neurosity classifier

The dataset contains 8 classes:

0,2,4,6,7,8,22,34 which is Rest, Left Arm, Tongue, Jumping Jacks, Left Foot, Push, Disappear

Each class has over 10,000 trials.

Each Trial was recorded with a Neurosity Crown in the Developer Console while training a TangentSpace + LDA model.

Download the dataset here: Dataset

You'll need to create a .env file to store four environment variables:

NEUROSITY_EMAIL="email" NEUROSITY_PASSWORD="password" NEUROSITY_DEVICE_ID="ID" RUNPOD_API_KEY="KEY"

Run with python main.py

Find the docker image at https://hub.docker.com/repository/docker/1shotfinish/runpod_hack/ In this image, you'll find the model joblib file and standard scaler pickle file

• model - random_forest_model2.joblib
• standard scaler - standard_scaler.pkl