Scene Classification

This scene classification model identifies the scenes in images and videos at scale. The model checks the scene location (indoor/outdoor) and groups them under different categories based on their attributes. It returns multiple scene labels and detailed attributes.

Input type

For the input image, the following extensions are supported: JPG, JPEG, and PNG. The maximum image size is 1920x1080.

Result example

{
    'Indoor': False, 
    'categories': [
                     'alley', 'street', 'downtown', 'arcade', 'crosswalk'
                      ], 
    'attributes': [
                     'man-made', 'no horizon', 'natural light', 'vertical components', 
                    'driving', 'pavement', 'asphalt', 'open area', 'biking'
                         ]
}

Result interpretation

Depending on the location of the scene, it returns the indoor/outdoor info:
True- Indoor
False - Outdoor

Categories

Categories include the 5 most possible locations of the scenes. There are a total of 365 locations, such as:

• Wheat Field
• Hay Field
• Corn Field
• Farm
• Pasture

Attributes

These attributes give additional information about the scene. There are a total of 102 attributes, such as:

• Open area
• Natural
• Natural Light
• Vegetation
• Far-away Horizon
• Grass
• Camping

Possible errors

While analyzing your content, you may encounter the errors listed below:

• 400 - Bad Request
• 404 - Not Found
• 408 - Request Timeout
• 415 - Unsupported Media Type
• 422 - Unprocessable Entity
• 500 - Internal Server Error
• 501 - Not Implemented
• 502 - Bad Gateway
• 503 - Service Unavailable
• 504 - Gateway Timeout

In case of any errors, please send the details to this email: info@smartclick.ai.

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