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[Dan64]

Hello Selur,

  I was finally able to add DinoV3 in CMNET2 (see : cmnet2) and so I updated also HAVC.
  I attached the new RC1 to this post.
  The main changes are:

    1) new parameter DeepExBackbone, that can have only 2 values: 'dinov2' (default for compatibility), 'dinov3'
    2) new weights to be installed for DinoV3:
          dinov3-vitb16.zip                                        -> unzip to vshavc\colormnet\weights
          DINOv3FeatureV6_LocalAtten_p369412.pth   -> download to  vshavc\colormnet\weights

weights/ │  ├── DINOv2FeatureV6_LocalAtten_s2_154000.pth  # ColorMNet pre-trained weights (DINOv2 backbone) │  ├── DINOv3FeatureV6_LocalAtten_p369412.pth    # Fine-tuned weights (DINOv3 backbone, recommended) │  └── dinov3-vitb16/                            # DINOv3 ViT-B/16 backbone (HuggingFace format)

    in the GUI, the new parameter  DeepExBackbone must be enabled only if is selected the "Exemplar Model" CMNET2

  I hope that you have time to include this version in Hybrid.

Thanks,
Dan

P.S.
The training of the model is still a work in progress, but the released model weights are already quite good, see the images in this folder for a fair comparison