Platform Overview
Ho Chi Minh City School Zones · April 11, 2026
Live · Updated 2 min ago
Total Detections
6.425
+12.4%
Active Schools
6
6 pilot sites
Pending Reviews
47
need annotation
Model Accuracy
84.7%
YOLOv8 mAP50
Submissions Today
89
from students
Risk Hotspots
14
locations flagged
Active Students
1.240
in R2S app
Validated Today
42
approved by annotators
Detection Trend — Last 14 Days
Top 4 behavior classes
Helmet
Phone Use
Wrong-Way
Red Light
Behavior Distribution
All-time · 10 classes
RB-01 Helmet1.842
RB-02 Phone1.203
RB-03 Wrong-Way731
RB-04 Lane614
RB-05 Red548
Recent Detections
Live feed from cameras and student submissions
| Behavior | School | Confidence | Status | Time |
|---|---|---|---|---|
RB-01Helmet Non-Compliance | THPT Lê Quý Đôn | 94% | Validated | 2 min ago |
RB-02Phone Use While Riding | THPT Trần Phú | 87% | Pending | 4 min ago |
RB-05Red Light Running | THCS Nguyễn Du | 91% | Validated | 7 min ago |
RB-03Wrong-Way Riding | THPT Lê Quý Đôn | 78% | Pending | 11 min ago |
RB-01Helmet Non-Compliance | THPT Nguyễn Thị Minh Khai | 96% | Validated | 14 min ago |
RB-06Double/Triple Riding | THPT Gia Định | 82% | Flagged | 18 min ago |
RB-02Phone Use While Riding | THCS Nguyễn Huệ | 89% | Validated | 22 min ago |
RB-04Lane Violation | THPT Lê Quý Đôn | 74% | Rejected | 26 min ago |