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
FastAPI on Google Cloud Run

cloudrun-fastapi Boilerplate for running FastAPI on Google Cloud Run with Google Cloud Build for deployment. For all documentation visit the docs fold

Anthony Corletti 139 Dec 27, 2022
Auth for use with FastAPI

FastAPI Auth Pluggable auth for use with FastAPI Supports OAuth2 Password Flow Uses JWT access and refresh tokens 100% mypy and test coverage Supports

David Montague 95 Jan 02, 2023
The base to start an openapi project featuring: SQLModel, Typer, FastAPI, JWT Token Auth, Interactive Shell, Management Commands.

The base to start an openapi project featuring: SQLModel, Typer, FastAPI, JWT Token Auth, Interactive Shell, Management Commands.

Bruno Rocha 251 Jan 09, 2023
ASGI middleware for authentication, rate limiting, and building CRUD endpoints.

Piccolo API Utilities for easily exposing Piccolo models as REST endpoints in ASGI apps, such as Starlette and FastAPI. Includes a bunch of useful ASG

81 Dec 09, 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
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
Backend, modern REST API for obtaining match and odds data crawled from multiple sites. Using FastAPI, MongoDB as database, Motor as async MongoDB client, Scrapy as crawler and Docker.

Introduction Apiestas is a project composed of a backend powered by the awesome framework FastAPI and a crawler powered by Scrapy. This project has fo

Fran Lozano 54 Dec 13, 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
Deploy an inference API on AWS (EC2) using FastAPI Docker and Github Actions

Deploy an inference API on AWS (EC2) using FastAPI Docker and Github Actions To learn more about this project: medium blog post The goal of this proje

Ahmed BESBES 60 Dec 17, 2022
OpenAPI generated FastAPI server

OpenAPI generated FastAPI server This Python package is automatically generated by the OpenAPI Generator project: API version: 1.0.0 Build package: or

microbo 1 Oct 31, 2021
FastAPI framework plugins

Plugins for FastAPI framework, high performance, easy to learn, fast to code, ready for production fastapi-plugins FastAPI framework plugins Cache Mem

RES 239 Dec 28, 2022
Money Transaction is a system based on the recent famous FastAPI.

moneyTransfer Overview Money Transaction is a system based on the recent famous FastAPI. techniques selection System's technique selection is as follo

2 Apr 28, 2021
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 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
fastapi-crud-sync

Developing and Testing an API with FastAPI and Pytest Syncronous Example Want to use this project? Build the images and run the containers: $ docker-c

59 Dec 11, 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
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
🤪 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
Reusable utilities for FastAPI

Reusable utilities for FastAPI Documentation: https://fastapi-utils.davidmontague.xyz Source Code: https://github.com/dmontagu/fastapi-utils FastAPI i

David Montague 1.3k Jan 04, 2023
Backend Skeleton using FastAPI and Sqlalchemy ORM

Backend API Skeleton Based on @tiangolo's full stack postgres template, with some things added, some things removed, and some things changed. This is

David Montague 18 Oct 31, 2022