Live Demo Available

WildSafe

AI-powered wildlife detection system that protects drivers and animals with real-time alerts and smart deterrents.

🤖
CLIP + ONNX Zero-Shot ML
📡
WebRTC Real-Time
📱
Flutter Mobile
🔊
Ultrasonic Deterrent
The Challenge

Wildlife-Vehicle Collisions

A growing crisis affecting millions of drivers and animals every year.

1.5M+
Crashes per year in US
$8B
Annual property damage
200+
Human fatalities
26K
Injuries per year
Deer on road
Deer crossing at dusk - peak collision hours

Why Current Solutions Fail

Traditional warning signs are static and easy to ignore. By the time drivers see an animal, it's often too late.

  • ❌ Static signs don't indicate real-time danger
  • ❌ No alerts sent to approaching drivers
  • ❌ No active deterrent to move animals away
  • ❌ Night visibility extremely poor
Our Approach

Real-Time AI Detection Pipeline

A complete system from detection to alert in under 3 seconds.

📷

Detect

Camera spots animal

→
🧠

Classify

AI identifies species

→
🔊

Deter

Ultrasonic + lights

→
📱

Alert

Notify drivers

WildSafe creates smart wildlife corridors. Roadside cameras identify animals using AI, activate species-specific deterrents, and alert nearby drivers with exact location and animal type.

See It In Action

Live Demo

Mobile Alert with GPS

Drivers receive instant push notifications with the exact species and precise location on an interactive map.

đŸĻŒ

Species Identification

Not just "animal" - we identify deer, bear, coyote, and more

📍

Precise GPS Location

See exactly where on the map, with distance to your position

⚡

Real-Time Updates

Alerts arrive within 3 seconds of detection

9:41
Saturday, January 28
âš ī¸ Wildlife Alert
đŸĻŒ DEER DETECTED
📍 0.3 mi ahead on Route 7
Map
đŸĻŒ

Camera Detection View

Deer crossing road
DEER 94%
LIVE
wildsafe-ml — render.com
✓ ONNX Runtime loaded
[21:32:01] WebRTC connected
[21:32:03] Processing frame...
⚡ DEER detected (0.94)
→ species: "deer"
→ lat: 38.9072, lng: -77.0369
✓ Deterrent: 15kHz, 3s
✓ Alerts sent to 3 drivers

🔊 Interactive Deterrent Demo

Click to hear the species-specific deterrent frequencies used to keep animals safe.

30%
Ready to play...
Under The Hood

Technology Stack

ML Architecture

Converted CLIP to ONNX for 5x memory reduction while maintaining accuracy.

PyTorch + Transformers ~1.5 GB
ONNX Runtime ~300 MB

Full Stack

â€ĸ ONNX Runtime
â€ĸ CLIP ViT-B/32
â€ĸ FastAPI
â€ĸ WebRTC
â€ĸ Flutter
â€ĸ Raspberry Pi
Why It Matters

Potential Impact

🚗

Fewer Accidents

Early warnings give drivers time to react safely

đŸĻŒ

Wildlife Protection

Humane deterrents keep animals away from roads

💰

Cost Savings

Average deer collision costs $4,000+

🌍

Scalable

Solar-powered, cellular-connected units