Streamlit app comparing VLM-only, YOLO-only, and hybrid approaches for parking-lot occupancy detection on the same image. Built with YOLO26 (PKLot) + NVIDIA LocateAnything-3B.
-
Updated
Jul 4, 2026 - Jupyter Notebook
Streamlit app comparing VLM-only, YOLO-only, and hybrid approaches for parking-lot occupancy detection on the same image. Built with YOLO26 (PKLot) + NVIDIA LocateAnything-3B.
Farklı hava koşullarında otopark doluluk tespiti — 8 CNN mimarisinin karşılaştırması (PKLot)
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.
To associate your repository with the pklot topic, visit your repo's landing page and select "manage topics."