Instance Segmentation · GeoAI

Instance Segmentation Models

Trace each object with its own mask, keeping neighbouring buildings, trees or other instances separate.

2 models

Instance Segmentation

Mask R-CNN ResNet50 FPN - COCO Instance Segmentation

An established class-aware instance segmentation baseline that predicts a box and a mask for each detected object. Adapt the COCO checkpoint before mapping custom GIS assets.

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Instance Segmentation

SAM 2.1 Hiera Tiny - Promptable Instance Masks

Use points or boxes to extract individual object masks. SAM 2.1 supports interactive image segmentation and video object tracking, without assigning semantic class names.

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