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.
社区智能巡检：浏览器内运行 D-FINE-N 目标检测与 DINOv2 车位占用分类，场景规则、事件合并、人工复核与交班交接。In-browser computer vision for property inspection: object detection, parking occupancy, human review. No backend · simulated shift data is synthetic · real-site accuracy not yet validated
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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