This is a FastAPI-based application designed to be a quick start for new projects. This project aims to streamline the development process by offering a ready-to-use template that can be easily extended and customized to meet specific requirements.

Based on great project fastapi-sqlalchemy-asyncpg but it is tailored for ML-related applications.

Uses MiVolo model for age estimation endpoint, checkpoints avalilble here.

# start local development
make setup
# build project
make docker-build
# apply db migrations
make docker-apply-db-migrations
# run project in docker
make docker-up

@article{mivolo2024,
   Author = {Maksim Kuprashevich and Grigorii Alekseenko and Irina Tolstykh},
   Title = {Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation},
   Year = {2024},
   Eprint = {arXiv:2403.02302},
}