Real-Time AI Litter Detection
Our perception system identifies and classifies objects in real-time, directly in your browser. No server needed — your camera feed never leaves your device.
Real-time
On-device inference
Private
No data leaves your device
80+
Object categories
GPU-accelerated
Hardware-optimized
Try It Yourself
Point your camera at objects or upload an image to see real-time AI detection
Waiting for model to load...
AI Model Status
Confidence Threshold
50%Detections (0)
Start camera to detect objects
On-Robot Vision System
This browser demo showcases general object detection across 80+ categories. The production CleanWalker robot runs our custom-trained model optimized for 60+ litter categories including cigarette butts, bottle caps, food wrappers, and more — with 97%+ accuracy in real-world conditions.
Detection Examples
How CleanWalker sees different environments and lighting conditions
Ready to Deploy CleanWalker?
This detection system runs on every CleanWalker robot, enabling autonomous litter collection across parks, campuses, and public spaces.
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