Camera Perception
Camera-centric perception system with physics-based safety modeling. FieldSpace consumes your detections and fused objects, producing HazardObjects and cost maps.
Camera-Only Revolution
FieldSpace works with camera-centric perception stacks. Our physics-based Safety Observer consumes your detections and fused objects, then produces structured HazardObjects and cost maps with ~1.7ms average latency at 40 Hz.
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
✅ FieldSpace 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