Azure AI services - Image Analysis with Azure AI Content Safety

Azure AI services - Image Analysis with Azure AI Content Safety:

Source: 
https://learn.microsoft.com/en-us/python/api/overview/azure/ai-contentsafety-readme?view=azure-python 

import os

from azure.ai.contentsafety import ContentSafetyClient

from azure.ai.contentsafety.models import AnalyzeImageOptions, ImageData, ImageCategory

from azure.core.credentials import AzureKeyCredential

from azure.core.exceptions import HttpResponseError

def analyze_image():

    endpoint = "https://contentsafety.cognitiveservices.azure.com/"

    key = "72OU9CFnMIOX5dtStPFqq3fTzjNkOYeBjFXJ3w3AAAHACOG8nbQ"

    image_path = "download_1.jpg"

    # Create an Azure AI Content Safety client

    client = ContentSafetyClient(endpoint, AzureKeyCredential(key))

    # Build request

    with open(image_path, "rb") as file:

        request = AnalyzeImageOptions(image=ImageData(content=file.read()))

    # Analyze image

    try:

        response = client.analyze_image(request)

    except HttpResponseError as e:

        print("Analyze image failed.")

        if e.error:

            print(f"Error code: {e.error.code}")

            print(f"Error message: {e.error.message}")

            raise

        print(e)

        raise

    hate_result = next(item for item in response.categories_analysis if item.category     == ImageCategory.HATE)

    self_harm_result = next(item for item in response.categories_analysis if item.category     == ImageCategory.SELF_HARM)

    sexual_result = next(item for item in response.categories_analysis if item.category     == ImageCategory.SEXUAL)

    violence_result = next(item for item in response.categories_analysis if item.category     == ImageCategory.VIOLENCE)

    if hate_result:

        print(f"Hate severity: {hate_result.severity}")

    if self_harm_result:

        print(f"SelfHarm severity: {self_harm_result.severity}")

    if sexual_result:

        print(f"Sexual severity: {sexual_result.severity}")

    if violence_result:

        print(f"Violence severity: {violence_result.severity}")

if __name__ == "__main__":

    analyze_image()

Input Image:

OutPut: