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
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