ResNet-FastAPI
About the Gradient Deployment
This repository contains a project used to deploy a FastAPI application using a Gradient Deployment.
Follow this blog post for a detailed description of how to setup and use this project.
Built With
This project is designed to deploy on Gradient using FastAPI. As you notice in the Dockerfile, the Docker image is built using the Paperspace FastAPI deployment image paperspace/fastapi-deployment. That base image is hosted on Docker Hub.
Usage
Use this repo as reference to the blog post describing how to serve your model on Gradient using FastAPI.
Limitations and Bias
This project does not include a trained model but the model intended to be used in conjunction with this deployment outline is a ResNet model of various sizes.