Smart Parking Weights
Trained model weights for parking slot detection comparing five architectures on the Smart Parking UPeU v4 dataset (Juliaca, Peru).
Modellquelle
- Art
- Other
- Dateigröße
- 18,1–251 MB
- Version
- vRevision db436d4
- Aktualisiert
- 16. Sept. 2026
- Downloads
- 238
- Aufgaben
- Objekterkennung
- Quelle
- Hugging Face
Quellenbeschreibung
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}
}
Quellen
1 Quelle
Quellen
1 QuelleVerifiziert 16. Sept.
Modellartefakte
64 Artefakte
Modellartefakte
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Herunterladenyolov11s/run_123/weights/best.pt
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Herunterladenyolov11s/run_1234/weights/best.pt
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Herunterladenyolov11s/run_456/weights/best.pt
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Herunterladenyolov11s/run_456/weights/last.pt
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Herunterladenyolov11s/run_9999/weights/best.pt
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Herunterladenyolov12s/run_1000/weights/best.pt
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Herunterladenyolov12s/run_1000/weights/last.pt
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Herunterladenyolov12s/run_123/weights/best.pt
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Herunterladenyolov12s/run_123/weights/last.pt
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Herunterladenyolov12s/run_1234/weights/best.pt
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Herunterladenyolov12s/run_1234/weights/last.pt
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Herunterladenyolov12s/run_2024/weights/best.pt
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Herunterladenyolov12s/run_2024/weights/last.pt
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Herunterladenyolov12s/run_2025/weights/best.pt
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Herunterladenyolov12s/run_2025/weights/last.pt
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Herunterladenyolov12s/run_3141/weights/best.pt
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Herunterladenyolov12s/run_3141/weights/last.pt
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Herunterladenyolov12s/run_456/weights/best.pt
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Herunterladenyolov12s/run_456/weights/last.pt
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HerunterladenQuellenauszüge
2 Auszüge
Quellenauszüge
2 Auszüge--- license: apache-2.0 pipeline_tag: object-detection datasets: - GaryFer/smart-parking-upeu-v4 language: - es metrics: - map tags: - object-detection - parking - yolov8 - yolov11 - yolov12 - rtdetr - faster-rcnn - ultralytics --- # 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} } ```
Source context: 238 downloads · 0 likes · Pipeline object-detection · Library ultralytics · Repo GaryFer/smart-parking-weights
