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Welcome to Feature Forest Documentation

Feature Forest (FF) is a napari plugin for creating image annotations with less manual work, utilizing image embeddings (features) of vision transformer models like SAM2, and training a Random Forest model using a little scribble labels provided by the user.

Overview

FF plugin includes two widgets: Feature Extractor and Segmentation widgets.

Feature Extractor

Feature Extractor Widget

Segmentation Segmentation

Segmentation Widget