Blip 2

andreasjansson

AI model preview image
blip-2 is a model that answers questions about images. It takes an image as input and generates a textual response to questions asked about the image. The model has been trained on a large dataset of images and their corresponding questions and answers, enabling it to understand the content of images and provide accurate responses to various types of questions.

Use cases

The blip-2 AI model has significant implications in several technical use cases. Firstly, it can be implemented in image recognition systems to provide context-aware responses. For example, in the field of self-driving cars, blip-2 could help identify potential hazards or understand traffic signs by processing images and answering questions regarding the environment. Additionally, blip-2 could be utilized in content moderation platforms to analyze and understand images in order to assess their appropriateness. In the field of e-commerce, this model could enhance product search capabilities, allowing users to find specific items by asking questions about an image. Moreover, blip-2 could aid in medical imaging, enabling clinicians to gain insights from images and query the model for diagnoses or recommendations. Overall, this model presents numerous possibilities for practical applications, ranging from augmented reality and virtual assistants to educational tools and accessibility innovations.

Image-to-Text

Pricing

Cost per run
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USD
Avg run time
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Seconds
Hardware
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Prediction

Creator Models

ModelCostRuns
Illusion$?130,376
Llama 2 13b Embeddings$?172,645
Codellama 7b Instruct Gguf$?46
Llama 2 13b Chat Gguf$?1,352
Codellama 34b Instruct Gguf$?60

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Blip 2 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 NameBlip 2
Description
Answers questions about images
TagsImage-to-Text
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv

Popularity

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

PropertyValue
Runs11,558,011
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$-
Prediction Hardware-
Average Completion Time-