Research project on Apiaceae (umbellifer) species identification via an L-system → point cloud → 2D render → CNN pipeline. Asks whether a structural 3D intermediate helps where flat 2D classifiers struggle on cryptic species.
procedural-generation point-cloud cnn pytorch image-classification botany l-system synthetic-data plant-identification species-classification domain-gap apiaceae umbelliferae
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Updated
May 11, 2026 - Python