NDVI without the ₹12L camera

NDVI Crop Health Maps From Your Standard Drone.

Nabhya reconstructs near-NDVI crop health maps from standard RGB drone footage — no multispectral sensor, no hardware changes.

Real NDVI crop health map generated from standard RGB drone imagery — Nabhya model output
Live Output Panel
Actual model output — unedited.SSIM 0.8060
stressedhealthy
1,400+ DGCA drone operatorsSSIM 0.8060 · 440 held-out images92.6% visual similarity16.8% above benchmarkIEEE Hackathon Winner 2026AgriTech Yuva 2026 · 1st Prize
The Barrier
₹12L

A multispectral camera costs ₹8–12 lakh. Most Indian drone operators — 1,400+ DGCA-certified — fly standard RGB sensors and generate zero crop health data per flight.

What farms miss on every flight
Stress detection
Disease early warning
Irrigation mapping
0
NDVI maps generated per flight without Nabhya
0.8060
SSIM Score
440 validation images
92.6%
Visual Similarity
vs. multispectral sensor
+16.8%
Above Benchmark
vs. published baseline
Integration Paths

Who Uses Nabhya

API1,400+ DGCA operators

Turn every RGB flight into a crop health flight.

  • No hardware changes — works with your existing fleet
  • One REST API call returns NDVI map in < 2 seconds
  • Add crop health to your service offering, no sensor cost
  • Batch processing for full-flight image sets
NDVI crop health output — segment-specific field mapping
Segment-specific output
HEALTHYMODERATESTRESS

Actual model output — unedited.

Pipeline

How It Works

pipeline — 3 stops
02 — Process
AI Pipeline
Proprietary deep network
pixel-level inference
< 2 seconds
04 — Validate

Accuracy Check

Every output cross-checked against held-out Sentinel-2 ground truth. SSIM 0.8060 across 440 validation images.

Field A
Field B
Field C
Field D
Field E
Relative SSIM · 440-image evaluation
Validation

Built on Real Science.

Developed to make satellite-level crop analytics affordable to all growers in developing ecosystems — bypassing multi-lakh camera hardware.

Verified model accuracy

SSIM 0.8060 on 440 held-out Sentinel-2 images — a reproducible, auditable methodology. 16.8% above the published benchmark.

Fast at scale

Under 2 seconds per image. Designed for batch processing — submit a full flight's worth of frames in one API call.

India-focused

Built for the Indian agri-drone ecosystem. Trained on Indian field imagery.

Audit-ready output

Every score tied to ground-truth imagery. Exportable JSON/PNG — designed for PMFBY-claims documentation.

Honest about stage

MVP — field trials in progress. Early partners get direct access to the founding team.

Nationally Recognized

Verify ↗

1st Prize, AgriTech Yuva Competition 2026 — selected among 11 national finalist teams.

Knowledge Base

Common Questions

Working with Nabhya

Pilots run on your existing flight imagery — no hardware changes, no fleet disruption. One REST API call returns JSON + PNG output.

Pricing — Coming Soon
Team

Who Built This

AK
Anand
Founder & AI Engineer
Built model, API, and frontend
HI
Himanshi
Co-Founder
Operations
VP
Varshita
Co-Founder
Communications
RG
Rajan
Co-Founder
Marketing

Galgotias University, Greater Noida · AgriTech Yuva 2026, 1st Prize · IEEE Hackathon Winner 2026

Try the product

Drop an image here — get its NDVI map

No signup required · under 2 seconds · actual model output

Open Live Demo →
Get In Touch

Partnership & Demos

Interested in partnerships, pilots, or demos? Let's talk about your farm network and monitoring needs.