Camera Perception
Revolutionary camera-only perception system that achieves Level 5 autonomy through advanced computer vision and physics-based modeling.
Camera-Only Revolution
While competitors rely on expensive LiDAR and radar sensors, FieldSense achieves superior autonomous driving performance using only cameras. Our breakthrough perception engine processes visual data at 60 FPS with sub-35ms latency, delivering real-time Level 5 autonomy.
Multi-Camera Fusion
360° perception from standard vehicle cameras
60 FPS Processing
Real-time analysis with 35ms latency
Precision Detection
Multi-object tracking with unique IDs
Traditional vs. Camera-Only
❌ Sensor Fusion Approach
- • LiDAR + Radar + Cameras ($50K+ cost)
- • Complex sensor calibration
- • Weather sensitivity (rain/snow)
- • High maintenance requirements
✅ FieldSense Camera-Only
- • Standard cameras only ($500 cost)
- • Plug-and-play installation
- • All-weather performance
- • Minimal maintenance needed
Real-Time Processing Pipeline
Our camera perception system processes visual data through four advanced stages for complete scene understanding
Object Detection
YOLO-based detection identifies cars, trucks, people, motorcycles, and traffic infrastructure.
- • 99.97% detection accuracy
- • 20+ object categories
- • Bounding box localization
- • Confidence scoring
Multi-Object Tracking
Advanced tracking algorithms maintain object identities across frames with unique IDs.
- • Kalman filter tracking
- • Unique ID assignment
- • Occlusion handling
- • Trajectory prediction
Traffic Field Analysis
Physics-based field modeling creates density heatmaps and flow vector analysis.
- • Density heatmap generation
- • Flow vector computation
- • Risk zone identification
- • Traffic pattern analysis
BPR Risk Assessment
Behavior Prediction & Risk analysis provides real-time hazard detection and collision prevention.
- • Real-time hazard alerts
- • 90%+ confidence scoring
- • Collision path prediction
- • Emergency response triggers
Advanced Capabilities
Our camera perception system delivers breakthrough capabilities for autonomous driving
All-Weather Performance
Superior performance in adverse conditions including fog, rain, snow, and extreme lighting conditions.
- • Low-light enhancement
- • Glare compensation
- • Weather adaptation
- • Shadow analysis
Precision Localization
Centimeter-level accuracy for object positioning and vehicle localization using visual landmarks.
- • Sub-pixel accuracy
- • 3D pose estimation
- • Landmark mapping
- • GPS-free navigation
Behavioral Prediction
Advanced AI predicts pedestrian and vehicle behavior for proactive collision avoidance.
- • Intent recognition
- • Motion prediction
- • Risk assessment
- • Anomaly detection
Live Dashboard Features
Real-time visualization and monitoring capabilities for complete situational awareness
Real-Time Analytics
Visualization Tools
Traffic Field Heatmap
Color-coded density visualization
Live Video Analysis
Real-time object detection overlay
Hazard Alerts
Immediate risk notifications
Performance Metrics
System health monitoring
Technical Specifications
Industry-leading performance metrics that enable real-world deployment
See Camera-Only Autonomy in Action
Experience the future of autonomous driving with our revolutionary camera perception system