• Demographics

    The ‘Demographics’ model predicts age, gender, and multicultural appearance for each detected face based on facial characteristics.

  • Request

    You can call the Predict API with the 'Demographics' model. Simply pass in an image input with a publicly accessible URL or by directly sending image bytes.

    Learn more about the Predict API. API Guide 

  • Response

    The Predict API returns the coordinate location of the bounding box for each detected human face and a list of probability scores on the person’s age appearance (0-2, 3-9, 10-19, 20-29, 30-39, 40-49, 50-59, 60-69, and more than 70), gender appearance (male, female), and multicultural appearance (Middle Eastern, Latino_Hispanic, East Asian, Black, Southeast Asian and Indian, and White).

    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”).

Endless possibilities with Computer Vision and AI

Gather valuable business insights from images, text and data using machine learning, natural language processing and computer vision.

  • Ready-to-use Models
  • Text moderation

    Detect toxic, obscene, racist, or threatening language, or your own custom moderation models.

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  • Text embedding

    Assign tags or categories to analyze text based on content. Build models for topic analysis, sentiment analysis, smart reply and more.

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  • Image moderation

    Identify unwanted content such as gore, drugs, explicit nudity or suggestive nudity.

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  • General

    Recognize over 11,000 different concepts including objects, themes, moods and more.

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  • Custom

    Create your own model and teach it with your own images and concepts.

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  • Demographics

    Predict the age, gender or cultural appearances of faces.

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  • Face detection

    Detect the location of faces with bounding boxes.

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  • Celebrity

    Analyze images and return probability scores on the likelihood that the media contains the face(s) of over 10,000 recognized celebrities.

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  • Apparel detection

    Detect items of clothing or fashion-related items.

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  • Face embedding

    Analyze images and returns numerical vectors that represent each detected face in the image in a 1024-dimensional space.

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  • Food

    Recognize more than 1,000 food items in images down to the ingredient level.

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  • Color

    Identify the dominant colors present in your images in hex or W3C form.

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  • Textures and patterns

    Recognize textures and patterns in a two-dimensional image e.g., feathers, woodgrain, petrified wood, glacial ice and overarching descriptive concepts (veined, metallic).

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  • Not safe for work

    Identify different levels of nudity in your visual data. Ideal for moderating and filtering offensive content from your platform.

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  • Travel

    Recognize specific features of residential, hotel, and travel-related properties.

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  • Wedding

    Recognize over 400 concepts related to weddings including bride, groom, flowers and more.

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  • General embedding

    Analyze images and returns numerical vectors that represent each detected face in the image in a 1024-dimensional space computed by our General model.

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  • Model gallery

    Explore our pre-built, ready-to-use image recognition models to suit your specific needs.

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