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[Text-to-video] Update modality #857

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NielsRogge
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I noticed the "text-to-video" task is currently under computer vision, should be multimodal.

@NielsRogge NielsRogge changed the title [Text-to-vide] Update modality [Text-to-video] Update modality Aug 19, 2024
@pcuenca
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pcuenca commented Aug 19, 2024

text-to-image is currently CV as well. There have been various discussions about what "multimodal" should include, the latest update was done in this PR where some comments were shared. cc @merveenoyan as well for opinions / clarifications.

@@ -585,7 +585,7 @@ export const PIPELINE_DATA = {
},
"text-to-video": {
name: "Text-to-Video",
modality: "cv",
modality: "multimodal",
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This was done in #477 as part of existing multimodal discussions in Slack (search for this PR). I'm happy to reconsider this specific case

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For me, multimodal is anything that is not single modality

  • If only images are involved => cv
  • if only text is involed => nlp
  • if image + text, or any other combination of modalities (like text and video) => multimodal

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Image generation and captioning involve both text and images. I think the discussion had converged in cardinality of modalities of input or output. Please refer to the existing discussions

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3 participants