Default models

Using default model checkpoints with ViT-huge and ViT-base backbones

1. Select Model Type

   • In the Model Settings tab, choose the model type from the dropdown menu. Available options include:

     • vit-h (Vision Transformer - huge)

     • vit-b (Vision Transformer - base)

     
2. Select Checkpoint

   • Select the default option in the Checkpoint dropdown.

3. Initialize the Model

   • Click on the Initialize Model button.

   • A message box will confirm if the model initialization is successful.

   Note: Initializing takes a longer time the first time.

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Once the model is initialized, you can now run segmentation:

Prerequisites:

• Ensure you have loaded images (either RGB or hyperspectral).
• Ensure you have generated pseudo-RGB images using the Spectral Indexingtab.

1. Run Segmentation:

   • Click the Run Segmentation button.

   All generated pseudo-RGB images of all loaded images will be processed. The segmentation may take some time, depending on the number of images and model complexity.

2. View Results:

   Once segmentation is complete, the segmented masks will appear as additional layers in the viewer.

   • Each pseudo-RGB image will have its mask as a new layer. Select the Pseudo-RGB x-x button of choice to view its mask.

   • You can toggle the visibility of the layers using the Layer List dock (enable from the Layers button).

Video demo link to segment images with default SAM ViT-h and ViT-b models: