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smart-parking-weights
GaryFer/smart-parking-weights
smart-parking-weights is a object detection model from GaryFer. Use it when you need objects located in an image. It is set up for ultralytics. The card lists the license as apache-2.0.
Trained model weights for parking slot detection comparing five architectures on the Smart Parking UPeU v4 dataset (Juliaca, Peru).
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At a glance
- Task
- Object Detection
- Library
- ultralytics
- License
- apache-2.0
- Access
- Public
- Created
- Jun 4, 2026
- Updated
- Jun 4, 2026
- SHA
- db436d45
Datasets
Model card
From the Hugging Face model README
Smart Parking UPeU — Model Weights
Trained model weights for parking slot detection comparing five architectures on the Smart Parking UPeU v4 dataset (Juliaca, Peru).
Models included
- YOLOv8s
- YOLOv11s
- YOLOv12s
- RT-DETR-L
- Faster R-CNN (ResNet-50 FPN)
Dataset
3 classes: libre, ocupado, no_disponible
3,072 training images / 293 validation / 146 test
Results ([email protected], mean ± SD, 10 runs)
| Model | [email protected] | FPS |
|---|---|---|
| YOLOv8s | 0.9948 ± 0.0002 | 205.5 ± 6.4 |
| YOLOv11s | 0.9947 ± 0.0001 | 161.2 ± 5.7 |
| YOLOv12s | 0.9946 ± ? | 94.2 ± 26.9 |
| RT-DETR-L | 0.9946 ± 0.0002 | 41.1 ± 0.6 |
| Faster R-CNN | 0.9925 ± 0.0003 | 26.9 ± 0.9 |
Citation
@article{yunganina2026smartparking,
title={Smart Parking Detection...},
author={Yunganina Mamani, Gary Fernando},
year={2026}
}
- Task
- Object Detection
- Library
- ultralytics
- License
- apache-2.0
- Languages
- es
- Created
- Jun 4, 2026
- Updated
- Jun 4, 2026