Hi ive been trying to use the pretrained model for object detection use case, have created a resource for it as well. It still wont work, and i get the error "Resource not found". Ive utilized this source via python sdk as well, and it was working with that Ive attached the image for your reference. Please let me know how to fix this! Also i request for the api docs outlining how to use the product detection models using custom and computer vision both. Thank you

Unable to use pretrained model in AI vision studio

Rishi Khemka 60

Hi ive been trying to use the pretrained model for object detection use case, have created a resource for it as well. It still wont work, and i get the error "Resource not found". Ive utilized this source via python sdk as well, and it was working with that
resource_selected

resource_not_found

Ive attached the image for your reference. Please let me know how to fix this!

Also i request for the api docs outlining how to use the product detection models using custom and computer vision both.

Thank you

VasaviLankipalle-MSFT 14,261 Reputation points

2024-04-23T19:42:47.56+00:00

Hello @Rishi Khemka , Thanks for using Microsoft Q&A Platform.

May I know the Azure resource region you are working on?

Also, have you verified by navigating to the settings in Vision Studio to see whether the current resource and the subscription details are correctly mapped? If not, please change them.
Rishi Khemka 60 Reputation points

2024-04-24T07:59:03.7133333+00:00

Hi @VasaviLankipalle-MSFT yes ive checked the settings, im using a resource based on free subscription(F0 tier) from EastUs region

when i click on the east us instance, inside i see this

and in a few seconds i get a red banner on top saying no healthy upstream

Please help, thank you
VasaviLankipalle-MSFT 14,261 Reputation points

2024-04-24T23:33:32.5066667+00:00

Hello @Rishi Khemka , I hope you have all the necessary roles (Cognitive Services User, Contributor) for the resource.

Are you facing this issue only with the product recognition model or with other models in the studio. Could you try logging out and back into the vision studio?

Rishi Khemka 60

Hi @VasaviLankipalle-MSFT
Instead of using curl, i shifted to python
here is the code im using and the error i received

import requests
# Set your Azure Computer Vision subscription key and endpoint
subscription_key = 'x'
endpoint = 'y'
# Set your run name
run_name = 'run1'
# Set the URL of the image
image_url = 'z'
# Set the URL for the Computer Vision API endpoint
api_url = f"{endpoint}/computervision/productrecognition/ms-pretrained-product-detection/runs/{run_name}?api-version=2023-04-01-preview"
# Set headers
headers = {
    'Ocp-Apim-Subscription-Key': subscription_key,
    'Content-Type': 'application/json'
}
# Set the data payload
data = {
    'url': image_url
}

# Send the request
response = requests.put(api_url, headers=headers, json=data)
# Check the response
if response.status_code == 200:
    print("Request successful.")
    # Print the response content
    print("Response:")
    print(response.json())
else:
    print(f"Request failed with status code: {response.status_code}")
    print(f"Error message: {response.text}")

error i received -

Request failed with status code: 201
Error message: {"runName":"run1","modelName":"ms-pretrained-product-detection","createdDateTime":"2024-04-25T08:12:20.2252886Z","updatedDateTime":"2024-04-25T08:12:20.2252886Z","status":"notStarted"}

Please help me fix this, thank you

Rishi Khemka 60 Reputation points

2024-04-25T09:07:02.11+00:00

My access control IAM panel looks like this for my instance
VasaviLankipalle-MSFT 14,261 Reputation points

2024-04-29T19:31:47.9233333+00:00

@Rishi Khemka , refer to this documentation. Please raise a support ticket in the Azure portal if you still face issue.