Blog
How SASYA Works
Notes on mapping real-world plant identification skills — leaf morphology, taxonomy, dichotomous keys — into an on-device app. Written by the people building it, warts and all.
- July 5, 2026How SASYA Identifies a Plant — On Your Phone, OfflineAn engineering deep-dive into SASYA's two-stage vision pipeline: a real-time detector that finds the plant, a 3,559-way classifier that names it, and the context re-ranking and learned embeddings that make a single photo more reliable.
- July 5, 2026Encoding Leaf Morphology as a Feature SchemaHow SASYA turns the botanical vocabulary of leaf shape, margin, and venation into a structured, filterable trait schema — and where that data actually comes from.