Area Monitoring System
and Object Identification

Demo program written by
AI Engineer Wojciech Moszczynski

Demo system: camera -> YOLO -> counting -> FastAPI -> production dashboard.

Coffee meeting invitation Let's meet over coffee Open my calendar and book a time that works for you. Porozmawiajmy przy kawie Umów spotkanie w kalendarzu i wybierz najwygodniejszy termin.

Detected and counted objects

ObjectCount
person128074
bicycle_scooter43348
city_bus41439
motorcycle14808
dog185

Average activity by hour

People and city buses observed at the intersection.

People City buses

Scanning to find target objects

Object scanning preview

Latest detections

ID Object Confidence Time Model
227854city_bus0.5532026-09-01 06:48:16yolo11s.pt
227853city_bus0.5422026-09-01 06:48:09yolo11s.pt
227852city_bus0.7492026-09-01 06:48:09yolo11s.pt
227851motorcycle0.4812026-09-01 06:47:12yolo11s.pt
227850person0.7532026-09-01 06:47:12yolo11s.pt
227849city_bus0.4922026-09-01 06:44:26yolo11s.pt
227848city_bus0.5812026-09-01 06:44:19yolo11s.pt
227847person0.592026-09-01 06:43:30yolo11s.pt
227846person0.742026-09-01 06:42:12yolo11s.pt
227845person0.8292026-09-01 06:42:05yolo11s.pt
227844person0.3782026-09-01 06:41:57yolo11s.pt
227843person0.7422026-09-01 06:41:34yolo11s.pt
227842person0.4232026-09-01 06:40:20yolo11s.pt
227841city_bus0.4492026-09-01 06:39:58yolo11s.pt
227840city_bus0.922026-09-01 06:39:37yolo11s.pt
227839city_bus0.852026-09-01 06:39:30yolo11s.pt
227838city_bus0.5432026-09-01 06:37:56yolo11s.pt
227837city_bus0.4422026-09-01 06:35:55yolo11s.pt
227836city_bus0.3052026-09-01 06:35:05yolo11s.pt
227835person0.6942026-09-01 06:32:21yolo11s.pt