Browser Security Notice: For reliable webcam permissions and model downloading, open this page through localhost (e.g.
python3 -m http.server 5500) instead of a direct file:// URL.
Live Vision and Detection Dashboard
Real-time PC webcam preview with TensorFlow.js COCO-SSD object detection, FLIR thermal imaging, and visual inspection.
CHECKING LIBRARIES
CAMERA OFF
RGB STREAM ONLINE
OPERATOR VERIFICATION REQUIRED
Primary Visual Monitor (PC Camera)
PC Camera Permission Required
Allow access to your computer webcam for real-time visual monitoring. Audio access is not requested.
The camera stream remains private inside your browser window.Camera Access Error
Camera permission was denied or device was not found.
PC CAMERA READY
COCO-SSD Detector Ready
URL: Local MediaDevices
FLIR Thermal Radiometric Camera
Heat Signature Detected
Max: 36.8 °C | Min: 22.4 °C
Palette: Iron (Medical)
Target: 36.8 °C (Human Heat)
Verification: Required
Object Detection Model
CHECKING LIBRARIES
TensorFlow.js: Checking
Processing Backend: Not selected
COCO-SSD: Not loaded
Object Detection Controls
CHECKING LIBRARIESPrimary Recognized Prediction
Lite MobileNet V2
Highest Confidence Object
NO RECOGNISED OBJECT
--% Confidence
Start object detection on an active video stream to analyze live frames.
People: 0
Vehicles: 0
Animals: 0
Equipment: 0
Common Objects: 0
Active Objects Detected (0)
Advisory Predictions
No objects currently detected. Load model and start PC camera to begin inference.
Object names and confidence scores are generated by a general-purpose pretrained COCO-SSD model. Operator verification is required before taking action.
Operator Verification
Selected Detection: Possible Person
Confidence: 94%
Timestamp: 11:14:42
GPS Position: 22.4602° N, 91.9713° E
Rescue Advisory: Possible Person Detected
Recent Mission Snapshots
Object Detection History Log
| Time | Object Name | Confidence | Camera | Rescue Advisory | Status |
|---|---|---|---|---|---|
| 11:14:42 | Person | 94% | PC Camera | Possible person detected | Pending |