Background removal with Azure API

 In Azure Portal

Under cognitive services you have below options

Fetch Endpoint and Keys after deployment

Example code in link

	#pip install azure-ai-vision
	#https://learn.microsoft.com/en-us/azure/cognitive-services/computer-vision/how-to/background-removal?tabs=python
	import azure.ai.vision as sdk
	service_options = sdk.VisionServiceOptions("https://NAMEYOURSERVICE.cognitiveservices.azure.com/",
	"PROVIDEKEYS")
	analysis_options = sdk.ImageAnalysisOptions()
	analysis_options.segmentation_mode = sdk.ImageSegmentationMode.BACKGROUND_REMOVAL
	vision_source = sdk.VisionSource(
	url="https://learn.microsoft.com/azure/cognitive-services/computer-vision/media/quickstarts/presentation.png")
	image_analyzer = sdk.ImageAnalyzer(service_options, vision_source, analysis_options)
	result = image_analyzer.analyze()
	if result.reason == sdk.ImageAnalysisResultReason.ANALYZED:
	image_buffer = result.segmentation_result.image_buffer
	print(" Segmentation result:")
	print(" Output image buffer size (bytes) = {}".format(len(image_buffer)))
	print(" Output image height = {}".format(result.segmentation_result.image_height))
	print(" Output image width = {}".format(result.segmentation_result.image_width))
	output_image_file = "output.png"
	with open(output_image_file, 'wb') as binary_file:
	binary_file.write(image_buffer)
	print(" File {} written to disk".format(output_image_file));
	else:
	error_details = sdk.ImageAnalysisErrorDetails.from_result(result)
	print(" Analysis failed.")
	print(" Error reason: {}".format(error_details.reason))
	print(" Error code: {}".format(error_details.error_code))
	print(" Error message: {}".format(error_details.message))
	print(" Did you set the computer vision endpoint and key?")
	import cv2
	from google.colab.patches import cv2_imshow
	img = cv2.imread('output.png', cv2.IMREAD_UNCHANGED)
	cv2_imshow(img)

view raw bkgremovalazure.py hosted with ❤ by GitHub

Keep Exploring!!!