FungID

FungID

open_source

FungID is a free, open-source app that uses deep learning to identify mushrooms and fungi. Features 3.5M+ training images, local heatmaps, edibility guides, and offline support.

About

FungID is a free and open-source mushroom and fungi identification app powered by a cutting-edge deep learning image classifier. Built for foragers, mycologists, students, and nature enthusiasts, the app offers one of the most advanced AI-driven classifiers available, trained on over 3.5 million high-quality fungi images and informed by more than 15 million worldwide observations. The app goes beyond simple identification — it provides seasonal predictions so users know what fungi are currently in season locally, and local heatmaps that pinpoint exactly where a species has been spotted near you. Each identified species comes with 100+ example images for visual comparison, an edibility and toxicity guide covering over 1,000 species, and ecology data describing the typical habitats where each species is found. FungID also integrates offline Wikipedia content, allowing users to learn more about a species without needing an internet connection. Offline support is available for most features, including image classification (coming soon), making it ideal for use in remote woodland areas. The app is available on iOS and Android, is completely free to use forever, and its source code is publicly available on GitHub. Whether you're a casual forager or a serious mycologist, FungID provides professional-grade tools in an accessible, community-driven package.

Key Features

  • Deep Learning Image Classifier: State-of-the-art AI classifier trained on 3.5 million+ high-quality fungi images for highly accurate species identification.
  • Local Heatmaps & Seasonal Predictions: Discover where specific species have been found near you and what fungi are currently in season in your local area.
  • Edibility & Toxicity Guide: Access detailed edibility and toxicity data for over 1,000 species to help make safe foraging decisions.
  • Offline Wikipedia Integration: Read in-depth species information sourced from Wikipedia without needing an active internet connection.
  • Ecology & Example Images: View 100+ real-world example images per species along with habitat and ecology information for confident identification.

Use Cases

  • Foragers using the app in the field to identify mushrooms and assess whether they are safe to eat.
  • Students and amateur mycologists learning to distinguish between fungi species using example images and ecology data.
  • Nature enthusiasts exploring local parks or forests and using heatmaps to find where specific species have been observed nearby.
  • Researchers and citizen scientists contributing to and benefiting from a global database of over 15 million fungi observations.
  • Hikers and outdoor adventurers checking seasonal predictions to know what fungi they are likely to encounter during a trip.

Pros

  • Completely Free & Open Source: FungID is free forever with no paywalls, and its source code is available on GitHub for transparency and community contributions.
  • Massive Training Dataset: With 3.5M+ training images and 15M+ global observations, the classifier benefits from one of the largest fungi datasets available.
  • Offline Capability: Most features, including upcoming offline image classification, work without an internet connection — ideal for remote foraging trips.

Cons

  • Offline Classification Not Yet Available: Full offline image classification is listed as 'coming soon', meaning an internet connection is currently required for species ID.
  • Niche Use Case: The app is purpose-built for fungi identification, offering limited utility outside of mycology and foraging contexts.

Frequently Asked Questions

Is FungID really free to use?

Yes, FungID is free forever with no subscription or premium tiers. It is also open source and available on GitHub.

How accurate is the fungi identification?

FungID uses a state-of-the-art deep learning classifier trained on over 3.5 million images, making it one of the most accurate fungi identification tools available.

Does FungID work offline?

Most features are available offline, including Wikipedia integration. Offline image classification support is currently in development and coming soon.

Can FungID tell me if a mushroom is safe to eat?

FungID provides edibility and toxicity data for over 1,000 species as a reference guide. Always exercise caution and consult an expert before consuming any wild fungi.

What platforms is FungID available on?

FungID is available as a mobile app for iOS and Android devices.

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