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Clip Features

andreasjansson

AI model preview image
The clip-features model is a model that utilizes the clip-vit-large-patch14 architecture to extract features from text and images. It takes in an image and text as input and returns the corresponding CLIP features. These features can then be used for various tasks such as image classification, object detection, and image generation. The model is designed to provide a compact representation of the input that captures both visual and textual information, allowing for cross-modal understanding and analysis.

Use cases

The clip-features model has a wide range of potential use cases in the field of computer vision and natural language processing. One possible use case is image classification, where the features extracted by the model can be used to classify images into different categories based on their visual and textual content. This can be useful in applications such as content moderation, image search, and recommendation systems. Additionally, the model can be used for object detection, where it can identify and localize objects within an image given a textual description. This can be applied in applications such as autonomous driving, surveillance systems, and augmented reality. Another use case is image generation, where the model can generate images based on a given text prompt, allowing for creative applications such as artwork generation, virtual world creation, and design optimization. Overall, the clip-features model has the potential to be a powerful tool for various practical applications that involve the analysis and understanding of both textual and visual information.

Pricing

Cost per run
$0.00055
USD
Avg run time
1
Seconds
Hardware
Nvidia T4 GPU
Prediction

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Try it!

You can use this area to play around with demo applications that incorporate the Clip Features model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

Currently, there are no demos available for this model.

Overview

Summary of this model and related resources.

PropertyValue
Creatorandreasjansson
Model NameClip Features
Description
Return CLIP features for the clip-vit-large-patch14 model
Tags
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkNo paper link provided

Popularity

How popular is this model, by number of runs? How popular is the creator, by the sum of all their runs?

PropertyValue
Runs52,506,166
Model Rank
Creator Rank

Cost

How much does it cost to run this model? How long, on average, does it take to complete a run?

PropertyValue
Cost per Run$0.00055
Prediction HardwareNvidia T4 GPU
Average Completion Time1 seconds