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Alternatives to Flora Incognita

LabanLab
LabanLabLabanLab (CIS Lab) at HKUST Guangzhou researches AI-driven creative computing, computer graphics, HCI, VR/AR/XR, and generative techniques for art, design, and cultural heritage.
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GOATY Golf
GOATY GolfGOATY is the free AI golf coach — analyzes your swing with 50,000+ data points, scores it 0–100, and coaches you live with real AI voice feedback. Try free in your browser, no app download, no credit card.
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MISIN App
MISIN AppReport and track invasive species across the Midwest with MISIN — a free citizen science platform from Michigan State University featuring 95+ training modules, real-time maps, and a smartphone app.
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Snapshot Serengeti
Snapshot SerengetiJoin Snapshot Serengeti on Zooniverse to help classify millions of camera trap images from Serengeti National Park and support real wildlife conservation research.
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W
WhiskerbookWhiskerbook is a free AI-powered platform for identifying and tracking individual wild cats. Submit photos, match coat patterns, and contribute to global conservation research.
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Great Backyard Bird Count
Great Backyard Bird CountJoin millions of bird watchers worldwide each February to count birds, submit observations via eBird and Merlin Bird ID, and contribute to global bird population science. Free to participate.
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iNaturalist
iNaturalistIdentify plants, animals, and fungi with AI on iNaturalist. Join 300M+ observations contributing to global biodiversity science. Free, nonprofit, and community-powered.
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Bird Identifier by Photo
Bird Identifier by PhotoIdentify any bird species instantly with AI. Snap or upload a photo to get accurate species recognition, habitat info, behavior patterns, and conservation status. Free on iOS & Android.
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Earth Index
Earth IndexEarth Index uses large AI foundation models and satellite imagery to help researchers, journalists, and policymakers explore global environmental patterns for climate and conservation action.
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Leafsnap
LeafsnapLeafsnap is a free mobile app developed by Columbia University, UMD, and the Smithsonian that uses visual recognition AI to identify tree species from leaf photos.
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