anotherjesse / imagebind_batch

Batch mode for text & image embeddings

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  • 69 runs
  • GitHub
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Run with an API
Playground API Examples README Versions

Run time and cost

This model costs approximately $0.00098 to run on Replicate, or 1020 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia L40S GPU hardware. Predictions typically complete within 1 seconds.

Readme

Note: This model is licensed under a non-commercial license, and so should only be used for research and experimentation purposes.

Model description

ImageBind is a model from MetaAI that learns a joint embedding across six different modalities - images, text, audio, depth, thermal, and IMU data. It enables novel emergent applications ‘out-of-the-box’ including cross-modal retrieval, composing modalities with arithmetic, cross-modal detection and generation.

This implementation has image, text, and audio modalities.