Introduction: Rising Human-Wildlife Conflict Needs Smart Solutions
Human-wildlife conflict is increasing rapidly across forest-edge regions. Villages, farms, and settlements are facing frequent encounters with elephants, leopards, bears, and other wildlife. These incidents lead to loss of life, crop damage, and ecological imbalance.
Traditional methods like manual patrolling or basic motion sensors are no longer sufficient.
To solve this, Kalpvaig has developed a Smart AI Wildlife Detection, deterrent & Early Warning System — a powerful, field-proven solution built for real-world forest conditions.
What is a Smart AI Wildlife Camera?
The Smart AI Wildlife Camera is an advanced surveillance system powered by on-device artificial intelligence (Edge AI). It is designed to:
- Detect wildlife in real-time
- Send instant early warning alerts
- Prevent human-animal conflict
- Work in remote and off-grid environments
This is not just a camera — it is a complete intelligent wildlife protection system.
Made in India, Built for Real Forest Conditions
- Fully designed and developed in India
- Hardware + software built in-house
- Customizable for different wildlife species and terrains
Our system is currently:
- Installed in 50+ locations across India
- Working with 10+ State Forest Departments
- Deployed with 300+ smart sirens for early warning
Advanced AI Model (Trained on Real Data)
Our AI models are trained on over 5,00,000 wildlife images (elephants, bears, leopards, and tigers) and continuously refined to deliver high detection accuracy in real-world forest conditions.
Detects Multiple Species:
- Elephant
- Leopard
- Bear
- Monkey
- Forest Fire
- Poacher
- Gun, blade, knife or any dangerous item
- (Custom models available for additional species/Object)
World’s First Dual AI Detection System
One of our strongest innovations is a Dual AI Architecture:
AI Layer 1: Detection
- Identifies movement and potential wildlife
AI Layer 2: Verification
- Confirms species before triggering alert
Result:
- 85%+ real-world detection accuracy
- Significant reduction in false alerts
Offline + Online Smart System
Offline Mode (Key Advantage)
- Works without internet
- AI runs directly on device
- Ideal for remote forests
- Triggers LORA based deterrent and warning siren nearby.
Online Mode
- Requires minimal connectivity
- Sends alerts via:
- Mobile app
- SMS
- Calls
PTZ Camera – 360° Intelligent Monitoring
All our cameras are PTZ-based (Pan-Tilt-Zoom):
- 360° continuous rotation
- Auto patrol and tracking
- Zoom for long-distance detection
- Day & night operation
Ensures zero blind spots
Detection Range & Coverage
- Minimum: ~100 meters
- Maximum: Up to 5 km (visibility dependent)
Suitable for:
- Forest boundaries
- Farms and agricultural zones
- Remote hilly terrain
Early Warning System (Real-Time Alerts)
Once detection is confirmed:
- Smart sirens are triggered
- Mobile alerts are sent
- Real-time warnings enable quick response
We have already deployed 300+ smart sirens/deterrent across India, continuously expanding.
AI-Based Wildlife Detection in Action
Elephant/Bear Detection
- Long-range identification
- Early warning before entry
Leopard/Tiger Detection
- Detects fast-moving predators
- Immediate alerts
Boundary-Based Alerts
- Alerts only when animals enter defined zones
- Avoids unnecessary triggers
Early Warning System (Real-Time Alerts)
Once detection is confirmed:
- Smart sirens are triggered
- Mobile alerts are sent
- Real-time warnings enable quick response
We have already deployed 300+ smart sirens across India, continuously expanding.
Optional Radar Integration (Multi-Layer Detection)
To further enhance reliability, the system can include:
- Long-range radar (up to ~150m)
- Mid-range radar (wide coverage)
Benefits:
- Works in fog, rain, and dense forest
- Provides early detection before camera
- Enables size-based filtering (large object = elephant candidate)
Creates a multi-layer detection system (Radar + AI Camera + Central AI)
Solar Powered & Remote Ready
- Fully solar-powered system
- Works in off-grid areas
- Low maintenance
- Energy-efficient
Use Cases
- Forest villages
- Agricultural lands
- Wildlife corridors
- Conservation projects
- Anti-poaching monitoring
Proven Impact & Recognition
- Winner – National Hackathon (Human-Wildlife Coexistence)
- Partnership with Wildlife Institute of India (WII)
- Collaboration with MoEFCC (India)
- Featured in multiple international/National publications
Continuous AI Improvement
- Models are fine-tuned regularly using field data
- Improves detection accuracy over time
- Adapts to new environments and species
Why Choose Kalpvaig?
- Made in India, built for global deployment
- Dual AI system for high accuracy
- Works offline in remote forests
- Integrated early warning system
- Continuous model improvement
- Proven deployments across India
Conclusion: Technology for Coexistence
Kalpvaig’s Smart AI Wildlife Detection System is more than a product — it is a complete ecosystem for human-wildlife coexistence.
By combining:
- AI vision
- Radar sensing
- Renewable energy
- Real-time alerts
We enable safer communities while protecting wildlife.
Get Started
Looking to deploy this system in your region or project?
Contact Kalpvaig today for pilot deployment, customization, or collaboration.