All Case Studies

Forest Cover Mapping — Sundarbans Reserve

High-resolution LULC mapping of 120 km² of mangrove forest using multispectral drone imagery for the West Bengal Forest Department.

95% classification accuracy
Drone Survey LULC Mangrove
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Crop Disease Detection Using Deep Learning

YOLOv8-based object detection model trained on 40,000+ annotated aerial images for real-time crop health monitoring in paddy fields.

89% detection precision in field conditions
YOLOv8 Agriculture Computer Vision
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Urban Infrastructure Monitoring — Smart City Pilot

Automated change detection system using bi-temporal orthomosaic comparison for road network monitoring across a 50 km² urban zone.

60% reduction in manual inspection time
Change Detection Smart City GIS
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Wildlife Population Estimation — Thermal Drone Survey

Thermal infrared drone survey and AI-powered animal detection for estimating wildlife density in a protected forest reserve.

3× faster than traditional ground surveys
Thermal Imaging Wildlife AI Detection
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NDVI-Based Precision Irrigation Advisory

Multispectral NDVI mapping for 800 hectares of farmland combined with a decision-support system for water distribution optimisation.

22% reduction in irrigation water usage
NDVI Precision Farming GIS
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LLM Fine-Tuning for Agricultural Extension Services

Domain-adapted language model trained on Bengali and Hindi agricultural corpus to power a multilingual farmer advisory chatbot.

78% accuracy on domain-specific Q&A benchmark
LLM NLP AgriTech
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