amdnsr / mlmodelsapi

FastAPI backend for ML-Apps, a collection of text-summarization, caption-generation and cartoonization services.

ML Models API

This projects aims to serve as the ML Service provider for the main website, and helps decouple the Deep Learning Algorithms from Web Development.

Requirements

This project is built using fastapi

To run the service, create a virtual environment and run:

pip install -r requirements.txt

Usage

python main.py

API Endpoints

• /captiongeneration: serves as the endpoint for the captiongeneration service
• /cartoonization: serves as the endpoint for the cartoonization service
• /textsummarization: serves as the endpoint for the textsummarization service

Test

• for the captiongeneration service, provide the base64 string of the image
• for the cartoonization service, provide the base64 string of the image
• for the textsummarization service, provide the text as a string