An image validator using FastAPI.

Overview

fast_api_image_validator

Demo speed

An image validator using FastAPI.

Clone the project

git clone https://github.com/k-zehnder/fast_api_image_validator

Run with Docker

cd fast_api_image_validator
sudo docker-compose up -d --build
sudo docker-compose up

API documentation (provided by Swagger UI)

http://0.0.0.0:8000/docs

POST to endpoint 'http://0.0.0.0:8000/api/isvalid/validate_image' using requests module

import json
from pathlib import Path
import requests

image_path = "docs/route0.png"
with open(image_path, "rb") as fh:
    url = "http://localhost:8000/api/isvalid/validate_image"
    files = {"upload_file": fh}
    values = {
        "username" : "user1234", 
        "validators" : ["SquareAnalyzer"],
        "config": {"threshold": 0.2}
    }
    resp = requests.post(url, files=files, data={"model": json.dumps(values)})
    print(resp.status_code)
    print(resp.json())

POST to endpoint 'http://0.0.0.0:8000/api/isvalid/validate_image' using Curl

curl -X 'POST' \
  'http://0.0.0.0:8000/api/isvalid/validate_image' \
  -H 'accept: application/json' \
  -H 'Content-Type: multipart/form-data' \
  -F '[email protected];type=image/jpeg' \
  -F 'model={
  "username": "test_user",
  "validators": [
    "SquareAnalyzer",
    "DominantColorAnalyzer"
  ],
  "config": {
    "threshold": 0.1,
    "threshold2": 100
  }
}'

Example Response Body

{
  "filename": "square.jpg",
  "username": "test_user",
  "results": {
    "SquareAnalyzer": true,
    "DominantColorAnalyzer": false
  }
}

Example Images

Example of documented route part 1

Example of documented route part 2

Owner
Kevin Zehnder
Kevin Zehnder is awful at writing bios, hates referring to himself in the third person, but loves solving puzzles. Move it or lose it, sister.
Kevin Zehnder
An image validator using FastAPI.

fast_api_image_validator An image validator using FastAPI.

Kevin Zehnder 7 Jan 06, 2022
Example of integrating Poetry with Docker leveraging multi-stage builds.

Poetry managed Python FastAPI application with Docker multi-stage builds This repo serves as a minimal reference on setting up docker multi-stage buil

Michael Oliver 266 Dec 27, 2022
sample web application built with FastAPI + uvicorn

SPARKY Sample web application built with FastAPI & Python 3.8 shows simple Flask-like structure with a Bootstrap template index.html also has a backgr

mrx 21 Jan 03, 2022
An extension for GINO to support Starlette server.

gino-starlette Introduction An extension for GINO to support starlette server. Usage The common usage looks like this: from starlette.applications imp

GINO Community 75 Dec 08, 2022
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.

This open source project serves two purposes. Collection and evaluation of a Question Answering dataset to improve existing QA/search methods - COVID-

deepset 329 Nov 10, 2022
I'm curious if pydantic + fast api can be sensibly used with DDD + hex arch methodology

pydantic-ddd-exploration I'm curious if pydantic + fast api can be sensibly used with DDD + hex arch methodology Prerequisites nix direnv (nix-env -i

Olgierd Kasprowicz 2 Nov 17, 2021
Example of using FastAPI and MongoDB database.

FastAPI Todo Application Example of using FastAPI and MangoDB database. 💡 Prerequisites Python ⚙️ Build & Run The first thing to do is to clone the r

Bobynets Ivan 1 Oct 29, 2021
A Jupyter server based on FastAPI (Experimental)

jupyverse is experimental and should not be used in place of jupyter-server, which is the official Jupyter server.

Jupyter Server 122 Dec 27, 2022
Publish Xarray Datasets via a REST API.

Xpublish Publish Xarray Datasets via a REST API. Serverside: Publish a Xarray Dataset through a rest API ds.rest.serve(host="0.0.0.0", port=9000) Clie

xarray-contrib 106 Jan 06, 2023
基于Pytorch的脚手架项目,Celery+FastAPI+Gunicorn+Nginx+Supervisor实现服务部署,支持Docker发布

cookiecutter-pytorch-fastapi 基于Pytorch的 脚手架项目 按规范添加推理函数即可实现Celery+FastAPI+Gunicorn+Nginx+Supervisor+Docker的快速部署 Requirements Python = 3.6 with pip in

17 Dec 23, 2022
Twitter API with fastAPI

Twitter API with fastAPI Content Forms Cookies and headers management Files edition Status codes HTTPExceptions Docstrings or documentation Deprecate

Juan Agustin Di Pasquo 1 Dec 21, 2021
TODO aplication made with Python's FastAPI framework and Hexagonal Architecture

FastAPI Todolist Description Todolist aplication made with Python's FastAPI framework and Hexagonal Architecture. This is a test repository for the pu

Giovanni Armane 91 Dec 31, 2022
FastAPI Learning Example,对应中文视频学习教程:https://space.bilibili.com/396891097

视频教学地址 中文学习教程 1、本教程每一个案例都可以独立跑,前提是安装好依赖包。 2、本教程并未按照官方教程顺序,而是按照实际使用顺序编排。 Video Teaching Address FastAPI Learning Example 1.Each case in this tutorial c

381 Dec 11, 2022
Basic FastAPI starter with GraphQL, Docker, and MongoDB configurations.

FastAPI + GraphQL Starter A python starter project using FastAPI and GraphQL. This project leverages docker for containerization and provides the scri

Cloud Bytes Collection 1 Nov 24, 2022
Fastapi practice project

todo-list-fastapi practice project How to run Install dependencies npm, yarn: standard-version, husky make: script for lint, test pipenv: virtualenv +

Deo Kim 10 Nov 30, 2022
Monitor Python applications using Spring Boot Admin

Pyctuator Monitor Python web apps using Spring Boot Admin. Pyctuator supports Flask, FastAPI, aiohttp and Tornado. Django support is planned as well.

SolarEdge Technologies 145 Dec 28, 2022
volunteer-database

This is the official CSM (Crowd source medical) database The What Now? We created this in light of the COVID-19 pandemic to allow volunteers to work t

32 Jun 21, 2022
官方文档已经有翻译的人在做了,

FastAPI 框架,高性能,易学,快速编码,随时可供生产 文档:https://fastapi.tiangolo.com 源码:https://github.com/tiangolo/fastapi FastAPI 是一个现代、快速(高性能)的 Web 框架,基于标准 Python 类型提示,使用

ApacheCN 27 Nov 11, 2022
[rewrite 중] 코로나바이러스감염증-19(COVID-19)의 국내/국외 발생 동향 조회 API | Coronavirus Infectious Disease-19 (COVID-19) outbreak trend inquiry API

COVID-19API 코로나 바이러스 감염증-19(COVID-19, SARS-CoV-2)의 국내/외 발생 동향 조회 API Corona Virus Infectious Disease-19 (COVID-19, SARS-CoV-2) outbreak trend inquiry

Euiseo Cha 28 Oct 29, 2022
Python supercharged for the fastai library

Welcome to fastcore Python goodies to make your coding faster, easier, and more maintainable Python is a powerful, dynamic language. Rather than bake

fast.ai 810 Jan 06, 2023