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tao-generate-image-embeddings

separate

Run TAO Data Services image embedding to turn a parquet of image filepaths into an embedding parquet using CLIP, SigLIP, or a TAO checkpoint. Use when a workflow needs embeddings before nearest-neighbor or unique-neighbor mining, or when the user asks to "embed images", "compute image embeddings", or "generate SigLIP embeddings".

When to use

• embed images
• compute image embeddings
• generate SigLIP embeddings
• generate CLIP embeddings
• generate TAO checkpoint embeddings
• prepare embeddings for nearest-neighbor mining
• prepare embeddings for unique-neighbor mining

When not to use

• mining nearest neighbors
• mining unique neighbors
• running tao-mine-od-images
• running tao-mine-nearest-neighbors

Skill page

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