Leaf & Gill: an offline plant and mushroom identifier that knows when it's guessing

Описание и применение

Leaf & Gill – офлайн‑приложение для идентификации растений и грибов, работающее в браузере без подключения к сети, с системой доверия и предупреждениями опасных видов.

Задача

Identification apps fail in no-signal environments because they require server access, risking unsafe usage of poisonous species.

Результат

The app provides accurate offline identification with safety warnings, achieving 97.4% top‑5 accuracy for plants and 96.6% for fungi on a 3,000‑photo test set, while ensuring no edible claims are made.

Рабочий процесс

• Open the web app via Home Screen icon
• First launch downloads a 609 MB BioCLIP 2 model
• Turn on airplane mode
• Snap a photo of a plant or mushroom
• App returns top‑5 matches, trust meter, warnings, and description
• Store results locally in a life list

Доказательства

Leaf & Gill identifies wild plants, trees and mushrooms offline, anywhere in the world.

Источник

The model is downloaded once (~600 MB, like offline maps) and works in airplane mode after that.

Источник

In a 2023 study of mushroom‑poisoning cases in Australia, the best identification app got the species right only 49% of the time.

Источник