Towards an Error-free Deep Occupancy Detector for Smart Camera Parking System. (arXiv:2208.08220v2 [cs.CV] UPDATED)

Although the smart camera parking system concept has existed for decades, a
few approaches have fully addressed the system's scalability and reliability.
As the cornerstone of a smart parking system is the ability to detect
occupancy, traditional methods use the classification backbone to predict spots
from a manual labeled grid. This is time-consuming and loses the system's
scalability. Additionally, most of the approaches use deep learning models,
making them not error-free and not reliable at scale. Thus, we propose an …

arxiv error free smart