v1.0.20

Sept 21, 2025

• Remap DINOv3 ViT weight tags from lvd_1689m -> lvd1689m to match (same for sat_493m -> sat493m)
• Release 1.0.20

Sept 17, 2025

• DINOv3 (https://arxiv.org/abs/2508.10104) ConvNeXt and ViT models added. ConvNeXt models were mapped to existing timm model. ViT support done via the EVA base model w/ a new RotaryEmbeddingDinoV3 to match the DINOv3 specific RoPE impl
  • HuggingFace Hub: https://huggingface.co/collections/timm/timm-dinov3-68cb08bb0bee365973d52a4d
• MobileCLIP-2 (https://arxiv.org/abs/2508.20691) vision encoders. New MCI3/MCI4 FastViT variants added and weights mapped to existing FastViT and B, L/14 ViTs.
• MetaCLIP-2 Worldwide (https://arxiv.org/abs/2507.22062) ViT encoder weights added.
• SigLIP-2 (https://arxiv.org/abs/2502.14786) NaFlex ViT encoder weights added via timm NaFlexViT model.
• Misc fixes and contributions

What's Changed

• Pass init_values at hieradet_sam2 by @hassonofer in https://github.com/huggingface/pytorch-image-models/pull/2559
• Add mobileclip2 encoder weights by @rwightman in https://github.com/huggingface/pytorch-image-models/pull/2560
• Add support for Gemma 3n MobileNetV5 encoder weight loading by @rwightman in https://github.com/huggingface/pytorch-image-models/pull/2561
• Fix #2562, add siglip2 naflex vit encoder weights by @rwightman in https://github.com/huggingface/pytorch-image-models/pull/2564
• fix: create results_dir if missing before saving results by @zhima771 in https://github.com/huggingface/pytorch-image-models/pull/2576
• feat(validate): add precision, recall, and F1 metrics by @ha405 in https://github.com/huggingface/pytorch-image-models/pull/2568
• Allow user to ask for features other than image and label in ImageDataset by @grodino in https://github.com/huggingface/pytorch-image-models/pull/2571
• Add MobileCLIP2 image encoders by @rwightman in https://github.com/huggingface/pytorch-image-models/pull/2578
• Add DINOv3 support by @rwightman in https://github.com/huggingface/pytorch-image-models/pull/2579

New Contributors

• @hassonofer made their first contribution in https://github.com/huggingface/pytorch-image-models/pull/2559
• @zhima771 made their first contribution in https://github.com/huggingface/pytorch-image-models/pull/2576
• @ha405 made their first contribution in https://github.com/huggingface/pytorch-image-models/pull/2568

Full Changelog: https://github.com/huggingface/pytorch-image-models/compare/v1.0.19...v1.0.20