Intelligent Media Management:Image label detection

Request parameters

Request example

{
    "ProjectName": "test-project",
    "SourceURI": "oss://test-bucket/test-object.jpg",
    "Threshold": 0.7
}

Response fields

Each label in the Labels array contains the following fields:

The response also includes a RequestId field that uniquely identifies each API call.

Sample code (Python)

The following example uses the IMM Python SDK to detect image labels.

# -*- coding: utf-8 -*-
import sys
import os
from typing import List

from alibabacloud_imm20200930.client import Client as imm20200930Client
from alibabacloud_tea_openapi import models as open_api_models
from alibabacloud_imm20200930 import models as imm_20200930_models
from alibabacloud_tea_util import models as util_models
from alibabacloud_tea_util.client import Client as UtilClient


class Sample:
    def __init__(self):
        pass

    @staticmethod
    def create_client(
        access_key_id: str,
        access_key_secret: str,
    ) -> imm20200930Client:
        """
        Initialize the client with an AccessKey ID and AccessKey secret.
        @param access_key_id:
        @param access_key_secret:
        @return: Client
        @throws Exception
        """
        config = open_api_models.Config(
            access_key_id=access_key_id,
            access_key_secret=access_key_secret
        )
        # Specify the endpoint of IMM.
        config.endpoint = f'imm.cn-beijing.aliyuncs.com'
        return imm20200930Client(config)

    @staticmethod
    def main(
        args: List[str],
    ) -> None:
        # Obtain credentials from environment variables.
        # Do not hardcode AccessKey credentials in your code.
        imm_access_key_id = os.getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")
        imm_access_key_secret = os.getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
        # Initialize the client.
        client = Sample.create_client(imm_access_key_id, imm_access_key_secret)
        detect_image_labels_request = imm_20200930_models.DetectImageLabelsRequest(
            project_name='test-project',
            source_uri='oss://test-bucket/test-object.jpg',
            threshold=0.7
        )
        runtime = util_models.RuntimeOptions()
        try:
            # Print the return value of the API operation.
            client.detect_image_labels_with_options(detect_image_labels_request, runtime)
        except Exception as error:
            # Print the error message if the request fails.
            UtilClient.assert_as_string(error.message)

    @staticmethod
    async def main_async(
        args: List[str],
    ) -> None:
        # Obtain credentials from environment variables.
        # Do not hardcode AccessKey credentials in your code.
        imm_access_key_id = os.getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")
        imm_access_key_secret = os.getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
        # Initialize the client.
        client = Sample.create_client(imm_access_key_id, imm_access_key_secret)
        detect_image_labels_request = imm_20200930_models.DetectImageLabelsRequest(
            project_name='test-project',
            source_uri='oss://test-bucket/test-object.jpg',
            threshold=0.7
        )
        runtime = util_models.RuntimeOptions()
        try:
            # Print the return value of the API operation.
            await client.detect_image_labels_with_options_async(detect_image_labels_request, runtime)
        except Exception as error:
            # Print the error message if the request fails.
            UtilClient.assert_as_string(error.message)


if __name__ == '__main__':
    Sample.main(sys.argv[1:])

OSS billing

For full pricing details, see OSS Pricing.

IMM billing

For full pricing details, see IMM billable items.