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CanViT: Toward Active-Vision Foundation Models
Paper • 2603.22570 • Published • 13 -
canvit/canvitb16-add-vpe-pretrain-g128px-s512px-in21k-dv3b16-2026-02-02
Image Feature Extraction • 98.1M • Updated • 810 • 3 -
canvit/canvitb16-add-vpe-finetune-g128px-s512px-in1k-2026-04-06
Image Classification • 95.9M • Updated • 19 • 1
Linear segmentation probes trained on frozen CanViT canvas features for ADE20K semantic segmentation (150 classes).
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canvit/probe-ade20k-40k-s512-c8-in21k
Image Segmentation • 160k • Updated • 7 -
canvit/probe-ade20k-40k-s512-c9-in21k
Image Segmentation • 160k • Updated • 3 -
canvit/probe-ade20k-40k-s512-c10-in21k
Image Segmentation • 160k • Updated • 3 -
canvit/probe-ade20k-40k-s512-c12-in21k
Image Segmentation • 160k • Updated • 3
JAX / Flax NNX checkpoints for CanViT. https://github.com/yberreby/CanViT-NNX
Linear IN1k classification probes for DINOv3 ViT backbones @ 512x512.
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canvit/dinov3-vits16-lvd1689m-in1k-512x512-linear-clf-probe
385k • Updated • 16 -
canvit/dinov3-vits16plus-lvd1689m-in1k-512x512-linear-clf-probe
385k • Updated • 9 -
canvit/dinov3-vitb16-lvd1689m-in1k-512x512-linear-clf-probe
769k • Updated • 6.01k -
canvit/dinov3-vitl16-lvd1689m-in1k-512x512-linear-clf-probe
1.03M • Updated • 25
Linear segmentation probes trained on frozen CanViT canvas features for ADE20K semantic segmentation (150 classes).
-
canvit/probe-ade20k-40k-s512-c8-in21k
Image Segmentation • 160k • Updated • 7 -
canvit/probe-ade20k-40k-s512-c9-in21k
Image Segmentation • 160k • Updated • 3 -
canvit/probe-ade20k-40k-s512-c10-in21k
Image Segmentation • 160k • Updated • 3 -
canvit/probe-ade20k-40k-s512-c12-in21k
Image Segmentation • 160k • Updated • 3
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CanViT: Toward Active-Vision Foundation Models
Paper • 2603.22570 • Published • 13 -
canvit/canvitb16-add-vpe-pretrain-g128px-s512px-in21k-dv3b16-2026-02-02
Image Feature Extraction • 98.1M • Updated • 810 • 3 -
canvit/canvitb16-add-vpe-finetune-g128px-s512px-in1k-2026-04-06
Image Classification • 95.9M • Updated • 19 • 1
JAX / Flax NNX checkpoints for CanViT. https://github.com/yberreby/CanViT-NNX
Linear IN1k classification probes for DINOv3 ViT backbones @ 512x512.
-
canvit/dinov3-vits16-lvd1689m-in1k-512x512-linear-clf-probe
385k • Updated • 16 -
canvit/dinov3-vits16plus-lvd1689m-in1k-512x512-linear-clf-probe
385k • Updated • 9 -
canvit/dinov3-vitb16-lvd1689m-in1k-512x512-linear-clf-probe
769k • Updated • 6.01k -
canvit/dinov3-vitl16-lvd1689m-in1k-512x512-linear-clf-probe
1.03M • Updated • 25