Improving Data-Efficient Fossil Segmentation via Model Editing

no code implementations • 8 Oct 2022 • Indu Panigrahi, Ryan Manzuk, Adam Maloof, Ruth Fong

Using a Mask R-CNN to segment ancient reef fossils in rock sample images, we present a two-part paradigm to improve fossil segmentation with few labeled images: we first identify model weaknesses using image perturbations and then mitigate those weaknesses using model editing.

Image Classification Image Segmentation +3