Home/AI Biodiversity Identification
Module 01 · AI Intelligence

Point, scan, and know.

VANYA's AI model recognises birds, mammals, butterflies, plants, reptiles, amphibians and aquatic species from a single photo — then surfaces the ecological context that turns a sighting into a learning moment.

Ready to identify
Use your camera or upload a photo of any species
Analyzing image...
Demo mode — cycles through sample Kumarakom species on each scan
Run a scan on the left to see a full species profile appear here.
Purple Heron
Ardea purpurea
97.2% match
Bird Kumarakom
Conservation Status
Least Concern
Habitat
Wetland reed beds
Seasonal Occurrence
Resident, year-round
Ecological Role
Apex wetland predator

A slender, secretive heron often seen standing motionless in reed beds along Vembanad backwaters, waiting to strike at fish and amphibians.

Recognition Range

Seven biodiversity groups,
one camera.

The model is trained across the full range of species visitors are likely to encounter on a Kumarakom trail — not birds alone.

Birds
Mammals
Butterflies
Plants
Reptiles
Amphibians
Aquatic Life
Birds
180+ species
From the vivid Common Kingfisher to the majestic Brahminy Kite — Kumarakom is Kerala's premier birdwatching destination with both resident and migratory species.
KingfisherPintailHeronCormorant
Mammals
25+ species
Indian flying foxes roost in the canopy, otters patrol the backwaters, and wild boar tracks appear on muddy trails after monsoon.
Flying FoxOtterWild Boar
Butterflies
50+ species
Monarch migrations, Painted Ladies along the boardwalk, and rare Tawny Coster sightings — Kumarakom's butterfly diversity reflects habitat health.
MonarchPainted LadyCommon Jay
Plants
120+ species
Mangroves, water hyacinth, lotus beds, and coconut palms — the flora of Kumarakom defines the wetland ecosystem and supports every food chain.
MangroveLotusWater Lily
Reptiles
15+ species
Water monitors bask on logs, Indian flapshell turtles surface for air, and spectacled cobras occasionally appear on trail edges.
Monitor LizardTurtleCobra
Amphibians
20+ species
Frogs chorus after monsoon rains, tree frogs cling to pandanus leaves, and toads patrol garden edges near the visitor centre.
Tree FrogBullfrogToad
Aquatic Life
40+ species
Fish, crabs, freshwater prawns, and molluscs form the base of the wetland food web — many visible from the boardwalk or houseboats.
CatfishCrabPrawn
Technology

How the AI identification
actually works.

From your phone camera to a species profile in under 3 seconds — here's what happens behind the scan.

01
Capture or Upload
Point your camera at any species or upload a photo from your gallery. VANYA works with any standard phone camera — no special equipment needed.
02
AI Analysis
The image is processed against a trained model covering 450+ species from Kumarakom. Shape, colour, pattern and habitat context are all analysed.
03
Species Profile
Get instant results — common name, scientific name, conservation status, habitat, seasonal occurrence, and ecological role — all in one card.
04
Contribute Data
Your verified sighting is automatically added to the biodiversity database, strengthening the citizen-science network and the Conservation Dashboard.
Performance

Built for the field,
not just the lab.

The model is trained on real Kumarakom photographs — varying light, angles and backgrounds — so it works on the trail, not just in perfect conditions.

450+
Trained Species
Across all 7 biodiversity groups found in Kumarakom wetlands
96%
Accuracy Rate
On top-1 predictions for common Kumarakom species in field conditions
<3s
Response Time
From photo capture to species profile — fast enough for trail use
2,140
Sightings Logged
Citizen scientist contributions strengthening the biodiversity database
Responsible Observation

Identification comes with
a code of conduct.

01
Keep a respectful distance
VANYA nudges users toward zoom over approach, especially near nesting or roosting sites. Disturbing wildlife for a photo defeats the purpose of conservation technology.
02
No flash, no playback baiting
The app discourages flash photography and call-playback that stresses wildlife. Ethical observation is built into the identification workflow.
03
Sightings feed real research
Every verified identification quietly strengthens the citizen-science biodiversity database — turning casual visitors into conservation contributors.
04
Respect closed zones
Certain trail sections are seasonally closed for breeding birds. VANYA highlights restricted areas and suggests alternative viewing spots.
Next module

See how a report becomes a conservation dashboard.

The Conservation & Ecosystem Intelligence dashboard is next — pollution reports, water quality trends, and the live Wetland Health Score.

Continue to Dashboard Back to Home