AR Plate Detector · 2025
Real-time license plate detection with YOLOv8
AR Plate Detector — live camera feed with YOLOv8/ONNX plate detection, 94.2% accuracy, 28ms inference, and detection history dashboard.
Problem
Manual plate logging at gates and parking systems was slow and error-prone. Security teams needed real-time detection with confidence scores and a searchable history — not a human squinting at CCTV.
Solution
We built a live detection dashboard: camera feed with bounding boxes (Plate: BSW-724, conf: 0.95), recent detections sidebar with thumbnails, and analytics cards for total detections (1,248), accuracy (94.2%), avg inference (28ms), and active sessions.
Product screens
Actual UI from the build — what users see when they open AR Plate Detector.
Screen 1 · Web
Live Vehicle Detection: YOLOv8 draws a bounding box on plate BSW-724 at 95% confidence, 28 FPS, with recent detections (Toyota Corolla, Honda Civic, Suzuki Alto) and weekly analytics — built by Abdul Rehman.
Results
0.0%
Detection accuracy
0 ms
Avg inference time
0
Total detections logged
Tech used
More proof
Related work
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Abdul Rehman · hello@devsora.pro