AI Frog & Newt Identifier app icon

AI Frog & Newt Identifier

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Point your camera at a frog from a rice paddy, or a newt or salamander from a garden or…

By AKIHIRO MATSUYAMA · Education
Debuts score 83NewRate it first
AI Frog & Newt Identifier screenshot 1AI Frog & Newt Identifier screenshot 2AI Frog & Newt Identifier screenshot 3AI Frog & Newt Identifier screenshot 4AI Frog & Newt Identifier screenshot 5

In short

AI Frog & Newt Identifier is an education app that uses on-device recognition to suggest up to three likely matches for a frog, newt, or salamander photo, with a confidence level for each. It covers 27 species, mostly native to Japan plus some salamanders from around the world, and keeps a personal record of what you have found. What stands out is that it shows no candidates when confidence is too low, and all photos and records stay on the device.

Summary by Debuts, based on the App Store listing.

About

Point your camera at a frog from a rice paddy, or a newt or salamander from a garden or pond — the on-device AI suggests its closest match and keeps a running guide of what you've found.

Never pick up or take home protected or living creatures without checking local rules. Some frogs, newts and salamanders are said to carry toxic skin secretions, so never handle them with bare hands — observe from a short distance instead.

【Photo identification covers 27 species】 Frogs and newts native to Japan (Japanese tree frog, black-spotted pond frog, Japanese common toad, Japanese fire belly newt and more) / newts and salamanders from around the world (fire salamander, tiger salamander, axolotl and more). Anything outside this list can't be identified correctly from a photo. Rather than force a guess, the app honestly says "couldn't identify this." It never pretends to know something it doesn't. A full list of everything this guide can identify is built into the app. As a guide, it covers 28 species in total, including one newly-added species that photo identification doesn't cover yet.

【No false confidence】 - Up to three candidates, never a single flat answer. - Every candidate comes with one of three confidence levels (close match / similar / possibly similar). - When confidence is too low, no candidates are shown at all. - The same photo always gives the same answer, every time.

【No server, so no running costs】 Recognition runs entirely on the device. Photos and records stay on this device only — nothing is ever sent out. No account required, no ads.

【Pricing】 The app itself is free: 15 free identifications, up to 3 quiz questions per day, and your latest 10 records are shown for free. A one-time purchase (price shown in the app, no subscription) removes the identification and quiz limits, shows your full record list, and unlocks CSV export, the map view, and detailed photography and observation tips for every species. No further charges, ever. "Restore Purchases" brings your unlock back after switching phones.

Free backup: export your records as a text file and restore them later (photos not included).

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Discovery signals

How AI and people discover AI Frog & Newt Identifier on Debuts
AI-readyPartly
78% described for AI to match
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