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
Piccolo Admin provides a simple yet powerful admin interface on top of Piccolo tables

Piccolo Admin Piccolo Admin provides a simple yet powerful admin interface on top of Piccolo tables - allowing you to easily add / edit / filter your

188 Jan 09, 2023
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
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
api versioning for fastapi web applications

fastapi-versioning api versioning for fastapi web applications Installation pip install fastapi-versioning Examples from fastapi import FastAPI from f

Dean Way 472 Jan 02, 2023
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
EML analyzer is an application to analyze the EML file

EML analyzer EML analyzer is an application to analyze the EML file which can: Analyze headers. Analyze bodies. Extract IOCs (URLs, domains, IP addres

Manabu Niseki 162 Dec 28, 2022
python fastapi example connection to mysql

Quickstart Then run the following commands to bootstrap your environment with poetry: git clone https://github.com/xiaozl/fastapi-realworld-example-ap

55 Dec 15, 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
🤪 FastAPI + Vue构建的Mall项目后台管理

Mall项目后台管理 前段时间学习Vue写了一个移动端项目 https://www.charmcode.cn/app/mall/home 然后教程到此就结束了, 我就总感觉少点什么,计划自己着手写一套后台管理。 相关项目 移动端Mall项目源码(Vue构建): https://github.com/

王小右 131 Jan 01, 2023
Generate FastAPI projects for high performance applications

Generate FastAPI projects for high performance applications. Based on MVC architectural pattern, WSGI + ASGI. Includes tests, pipeline, base utilities, Helm chart, and script for bootstrapping local

Radosław Szamszur 274 Jan 08, 2023
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
asgi-server-timing-middleware

ASGI Server-Timing middleware An ASGI middleware that wraps the excellent yappi profiler to let you measure the execution time of any function or coro

33 Dec 15, 2022
row level security for FastAPI framework

Row Level Permissions for FastAPI While trying out the excellent FastApi framework there was one peace missing for me: an easy, declarative way to def

Holger Frey 315 Dec 25, 2022
All of the ad-hoc things you're doing to manage incidents today, done for you, and much more!

About What's Dispatch? Put simply, Dispatch is: All of the ad-hoc things you’re doing to manage incidents today, done for you, and a bunch of other th

Netflix, Inc. 3.7k Jan 05, 2023
ReST based network device broker

The Open API Platform for Network Devices netpalm makes it easy to push and pull state from your apps to your network by providing multiple southbound

368 Dec 31, 2022
Admin Panel for GinoORM - ready to up & run (just add your models)

Gino-Admin Docs (state: in process): Gino-Admin docs Play with Demo (current master 0.2.3) Gino-Admin demo (login: admin, pass: 1234) Admin

Iuliia Volkova 46 Nov 02, 2022
python template private service

Template for private python service This is a cookiecutter template for an internal REST API service, written in Python, inspired by layout-golang. Th

UrvanovCompany 15 Oct 02, 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
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
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