ViT-Up: Faithful Feature Upsampling for Vision Transformers

Upload an image to extract dense DINOv3 features at arbitrary resolution via the ViT-Up feature upsampler. The PCA visualization shows the 3 principal components of the upsampled feature map as RGB.

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Examples
Input Image Output resolution (pixels per side)