General Visual Segmenter

General Visual Segmenter

Pixel level accuracy for selecting objects in an image. The General Visual Segmenter recognized the most common object categories.

Information

Model ID: 68a51a726f7033bbfcf57c905f09b7ca

Model Name: general

Model Type ID: visual-segmenter

Owner: Clarifai
Concepts:

The General Visual Segmenter recognizes over 180 common concepts.

Response

The General Visual Segmenter returns the pixels containing a given object, as well as the predicted concept that is represented by this object.

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.

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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.
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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The Room Type Model is an "embedding-classifier" which means that you will need to insert the model into a workflow and feed it embeddings from an embedding model for it to work. We recommend that you start with the embeddings from our general model.

Learn more about making Mesh Workflow predictions in our API Guide.

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Pixel level accuracy for selecting objects in an image. The General Visual Segmenter recognized the most common object categories.

Information

Concepts:

Response

Endless possibilities with Computer Vision and AI

Text embedding

Image moderation

General

Custom

Demographics

Face detection

Celebrity

Apparel detection

Face embedding

Food

Color

Textures and patterns

Not safe for work

Travel

Wedding

General embedding

Model gallery

Request

Ready to get started?

Whether you are a start-up or a Fortune 500, we would love to chat about our products and make a personalised plan that fits your business.

Already a customer?

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