SnapEat Neural Network

This project is an API implemented with FastAPI and Docker. It is deployed on an EC2 instance.

Endpoint for Predictions

The endpoint to make predictions is http://3.19.223.112/file/.

Parameters

• file: Required parameter.
• x: Optional parameter.
• y: Optional parameter.
• width: Optional parameter.
• height: Optional parameter.

Deployment

The application is containerized using Docker and deployed on an EC2 instance for scalability and easy management.

Usage

To make a prediction, send a POST request to the endpoint with the required and optional parameters as form data.

Install triton

pip install https://huggingface.co/r4ziel/xformers_pre_built/resolve/main/triton-2.0.0-cp310-cp310-win_amd64.whl