• Edge-Optimized Person and Vehicle Detector

    The Edge-Optimized Person and Vehicle Detector is a an accurate and lightweight model that locates people and vehicles within your images and videos.

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  • Information

    Model ID: 2cf7739e65bfc63c1537f65e7ef3ae87
    Model Name: person-vehicle-detection-edge
    Model Type ID: visual-detector
    Owner: Clarifai

  • Concepts:




You can call the Predict API with the "person-vehicle-detection-edge" model. Simply pass in an image or video input with a publicly accessible URL or by uploading your images directly. 

Learn more about our Predict API.
API Guide


The Predict API returns two possible concepts 'person' and 'vehicle' with corresponding probability scores on the likelihood that these concepts are contained within the text.


The returned ‘bounding_box’ values are the coordinates of the box outlining each face within the image. They are specified as float values between 0 and 1, relative to the image size; the top-left coordinate of the image is (0.0, 0.0), and the bottom-right of the image is (1.0, 1.0). If the original image size is (500 width, 333 height), then the box above corresponds to the box with top-left corner at (208 x, 83 y) and bottom-right corner at (175 x, 139 y). Note that if the image is rescaled (by the same amount in x and y), then box coordinates remain the same. To convert back to pixel values, multiply by the image size, width (for “left_col” and “right_col”) and height (for “top_row” and “bottom_row”).

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