Abstract: Object Detection is commonly applied with Computer Vision. It detects and positions objects within the range of a specific image-capturing device. Utilizing the technology for various ...

Pedestrian.py detects and tracks pedestrians and PWDs using a trained model and tracking. Vehicle.py counts vehicles in zones. Program.py manages the Raspberry Pi camera, processes frames, and handles ...

Additionally, we design an instance-level loss to supervise anomaly detection at the object level. Our method effectively mitigates interference from dynamic backgrounds, improves the detection of ...