MetaPKLot Dataset
A desktop-based smart parking management system built with Python & Tkinter. Monitor and manage parking spaces in real time with live occupancy tracking.
Fixed-camera parking occupancy system: 553-space mapping, evaluated CNN, and C++17/OpenCV/ONNX Runtime video inference.
How much labeled data do you actually need to deploy a parking occupancy system at a never-before-seen lot? A supervision study spanning CLIP zero-shot → ResNet-18 few-shot → full supervision on 493,654 parking space crops, with dataset annotation error discovery. Trained on NVIDIA A100 via IU Big Red 200.
Custom Keras CNN project for detecting free parking spots in images and videos, with annotated ROI coordinates, trained empty/occupied classifier, and visual prediction outputs.
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