A web application using [FastAPI + streamlit + Docker] Neural Style Transfer (NST) refers to a class of software algorithms that manipulate digital images

Overview

Neural Style Transfer Web App - [FastAPI + streamlit + Docker]

NST - application based on the Perceptual Losses for Real-Time Style Transfer and Super-Resolution paper and Justin Johnson's pre-trained models.

Application implements:

  • Develop an asynchronous API with Python and FastAPI
  • Serve up a machine learning model with FastAPI
  • Develop a UI with Streamlit
  • Containerize FastAPI and Streamlit with Docker
  • Leverage asyncio to execute code in the background outside the request/response flow

Owner
Roman Spiridonov
Software engineer / Backend Developer
Roman Spiridonov
Keycloak integration for Python FastAPI

FastAPI Keycloak Integration Documentation Introduction Welcome to fastapi-keycloak. This projects goal is to ease the integration of Keycloak (OpenID

Code Specialist 113 Dec 31, 2022
Slack webhooks API served by FastAPI

Slackers Slack webhooks API served by FastAPI What is Slackers Slackers is a FastAPI implementation to handle Slack interactions and events. It serves

Niels van Huijstee 68 Jan 05, 2023
API for Submarino store

submarino-api API for the submarino e-commerce documentation read the documentation in: https://submarino-api.herokuapp.com/docs or in https://submari

Miguel 1 Oct 14, 2021
Deploy/View images to database sqlite with fastapi

Deploy/View images to database sqlite with fastapi cd realistic Dependencies dat

Fredh Macau 1 Jan 04, 2022
Turns your Python functions into microservices with web API, interactive GUI, and more.

Instantly turn your Python functions into production-ready microservices. Deploy and access your services via HTTP API or interactive UI. Seamlessly export your services into portable, shareable, and

Machine Learning Tooling 2.8k Jan 04, 2023
A minimum reproducible repository for embedding panel in FastAPI

FastAPI-Panel A minimum reproducible repository for embedding panel in FastAPI Follow either This Tutorial or These steps below ↓↓↓ Clone the reposito

Tyler Houssian 15 Sep 22, 2022
Qwerkey is a social media platform for connecting and learning more about mechanical keyboards built on React and Redux in the frontend and Flask in the backend on top of a PostgreSQL database.

Flask React Project This is the backend for the Flask React project. Getting started Clone this repository (only this branch) git clone https://github

Peter Mai 22 Dec 20, 2022
Dead-simple mailer micro-service for static websites

Mailer Dead-simple mailer micro-service for static websites A free and open-source software alternative to contact form services such as FormSpree, to

Romain Clement 42 Dec 21, 2022
This is an API developed in python with the FastApi framework and putting into practice the recommendations of the book Clean Architecture in Python by Leonardo Giordani,

This is an API developed in python with the FastApi framework and putting into practice the recommendations of the book Clean Architecture in Python by Leonardo Giordani,

0 Sep 24, 2022
Simple web app example serving a PyTorch model using streamlit and FastAPI

streamlit-fastapi-model-serving Simple example of usage of streamlit and FastAPI for ML model serving described on this blogpost and PyConES 2020 vide

Davide Fiocco 291 Jan 06, 2023
Hyperlinks for pydantic models

Hyperlinks for pydantic models In a typical web application relationships between resources are modeled by primary and foreign keys in a database (int

Jaakko Moisio 10 Apr 18, 2022
Pagination support for flask

flask-paginate Pagination support for flask framework (study from will_paginate). It supports several css frameworks. It requires Python2.6+ as string

Lix Xu 264 Nov 07, 2022
FastAPI simple cache

FastAPI Cache Implements simple lightweight cache system as dependencies in FastAPI. Installation pip install fastapi-cache Usage example from fastapi

Ivan Sushkov 188 Dec 29, 2022
A FastAPI Framework for things like Database, Redis, Logging, JWT Authentication and Rate Limits

A FastAPI Framework for things like Database, Redis, Logging, JWT Authentication and Rate Limits Install You can install this Library with: pip instal

Tert0 33 Nov 28, 2022
A FastAPI WebSocket application that makes use of ncellapp package by @hemantapkh

ncellFastAPI author: @awebisam Used FastAPI to create WS application. Ncellapp module by @hemantapkh NOTE: Not following best practices and, needs ref

Aashish Bhandari 7 Oct 01, 2021
implementation of deta base for FastAPIUsers

FastAPI Users - Database adapter for Deta Base Ready-to-use and customizable users management for FastAPI Documentation: https://fastapi-users.github.

2 Aug 15, 2022
This code generator creates FastAPI app from an openapi file.

fastapi-code-generator This code generator creates FastAPI app from an openapi file. This project is an experimental phase. fastapi-code-generator use

Koudai Aono 632 Jan 05, 2023
Fast, simple API for Apple firmwares.

Loyal Fast, Simple API for fetching Apple Firmwares. The API server is closed due to some reasons. Wait for v2 releases. Features Fetching Signed IPSW

11 Oct 28, 2022
Utils for fastapi based services.

Installation pip install fastapi-serviceutils Usage For more details and usage see: readthedocs Development Getting started After cloning the repo

Simon Kallfass 31 Nov 25, 2022
Flask + marshmallow for beautiful APIs

Flask-Marshmallow Flask + marshmallow for beautiful APIs Flask-Marshmallow is a thin integration layer for Flask (a Python web framework) and marshmal

marshmallow-code 768 Dec 22, 2022