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Extend MindEye to fMRI-to-text COCO caption reconstruction #21

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PaulScotti opened this issue May 31, 2023 · 0 comments
Open

Extend MindEye to fMRI-to-text COCO caption reconstruction #21

PaulScotti opened this issue May 31, 2023 · 0 comments
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enhancement New feature or request help wanted Extra attention is needed moderate-difficulty

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@PaulScotti
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Feed MindEye CLIP ViT embeddings to pretrained blip2 and you should be able to get fMRI-to-text. Would require retraining MindEye to 257x1024 rather than 257x768 (see Atom_101's explanation here: https://discord.com/channels/1025299671226265621/1072330931546882128/1112967458643521597)

(It takes about 8 hours to retrain MindEye on a single subject using a single A100 40GB gpu)
@PaulScotti PaulScotti added enhancement New feature or request help wanted Extra attention is needed moderate-difficulty labels May 31, 2023
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enhancement New feature or request help wanted Extra attention is needed moderate-difficulty
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