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
person41724
city_bus14348
bicycle_scooter14293
motorcycle4897
dog56

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
75318bicycle_scooter0.5682026-07-13 15:17:33yolo11s.pt
75317person0.6222026-07-13 15:17:33yolo11s.pt
75316person0.4662026-07-13 15:17:26yolo11s.pt
75315bicycle_scooter0.5952026-07-13 15:17:26yolo11s.pt
75314bicycle_scooter0.8372026-07-13 15:17:19yolo11s.pt
75313person0.3492026-07-13 15:17:11yolo11s.pt
75312bicycle_scooter0.3832026-07-13 15:17:11yolo11s.pt
75311person0.542026-07-13 15:17:11yolo11s.pt
75310person0.5332026-07-13 15:17:04yolo11s.pt
75309bicycle_scooter0.622026-07-13 15:17:04yolo11s.pt
75308bicycle_scooter0.7412026-07-13 15:17:04yolo11s.pt
75307bicycle_scooter0.6642026-07-13 15:16:57yolo11s.pt
75306person0.7292026-07-13 15:16:57yolo11s.pt
75305city_bus0.762026-07-13 15:16:01yolo11s.pt
75304person0.3222026-07-13 15:15:19yolo11s.pt
75303person0.6492026-07-13 15:15:19yolo11s.pt
75302motorcycle0.8652026-07-13 15:15:19yolo11s.pt
75301person0.7972026-07-13 15:15:04yolo11s.pt
75300person0.722026-07-13 15:14:57yolo11s.pt
75299person0.6032026-07-13 15:14:22yolo11s.pt