FlatSpot
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

FlatSpot is an experimental biological image-analysis and 2.5D reconstruction platform developed during the Meta Global AI Developer Hackathon. It explores how biological microscopy images can be transformed into interactive, inspectable spatial representations. Users can upload microscopy images, identify candidate objects and regions, examine boundaries, view an analysis summary, inspect uncertain regions and explore an estimated 2.5D reconstruction. The phttps://youtu.be/Y-ra7S6mWVUlatform also supports GLB export for viewing reconstructed meshes in compatible 3D applications. FlatSpot aims to make biological image structures easier to explore while keeping uncertainty visible. The reconstruction is an estimated representation, not experimentally measured depth, and requires further scientific validation.