ModelListadosExterno

Smart Parking Weights

Trained model weights for parking slot detection comparing five architectures on the Smart Parking UPeU v4 dataset (Juliaca, Peru).

Fontehuggingface.co/GaryFer/smart-parking-weights/tree/db436d45379d62987f6a2ff552eb529c4251b203

TipoOtherVersãoRevision db436d4

Fonte do modelo

Tipo: Other
Tamanho do arquivo: 18,1–251 MB
Versão: vRevision db436d4
Atualizado: 16 de set. de 2026
Downloads: 238
Tarefas: Detecção de objetos
Fonte: Hugging Face

Descrição da fonte

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}
}

Fontes

1 fonte

Hugging FacePrimárioVersão db436d45379d62987f6a2ff552eb529c4251b203

huggingface.co/GaryFer/smart-parking-weights/tree/db436d45379d62987f6a2ff552eb529c4251b203

Verificado 16 de set.

Artefatos de modelo

64 artefatos

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fasterrcnnv2/best_seed123.pt

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fasterrcnnv2/best_seed1234.pt

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fasterrcnnv2/best_seed2024.pt

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fasterrcnnv2/best_seed2025.pt

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fasterrcnnv2/best_seed3141.pt

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fasterrcnnv2/best_seed42.pt

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fasterrcnnv2/best_seed456.pt

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fasterrcnnv2/best_seed9999.pt

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rtdetr/run_1000/weights/best.pt

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rtdetr/run_1000/weights/last.pt

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rtdetr/run_123/weights/best.pt

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rtdetr/run_1234/weights/best.pt

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rtdetr/run_1234/weights/last.pt

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rtdetr/run_2024/weights/best.pt

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rtdetr/run_2024/weights/last.pt

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rtdetr/run_2025/weights/best.pt

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rtdetr/run_2025/weights/last.pt

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rtdetr/run_3141/weights/best.pt

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rtdetr/run_3141/weights/last.pt

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rtdetr/run_42/weights/best.pt

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rtdetr/run_42/weights/last.pt

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rtdetr/run_456/weights/best.pt

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rtdetr/run_789/weights/best.pt

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rtdetr/run_789/weights/last.pt

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rtdetr/run_9999/weights/best.pt

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rtdetr/run_9999/weights/last.pt

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yolov11s/run_1000/weights/best.pt

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yolov11s/run_1000/weights/last.pt

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yolov11s/run_123/weights/best.pt

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yolov11s/run_123/weights/last.pt

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yolov11s/run_1234/weights/best.pt

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yolov11s/run_1234/weights/last.pt

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yolov11s/run_2024/weights/best.pt

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yolov11s/run_2024/weights/last.pt

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yolov11s/run_2025/weights/best.pt

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yolov11s/run_2025/weights/last.pt

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yolov11s/run_3141/weights/best.pt

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yolov11s/run_3141/weights/last.pt

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yolov11s/run_42/weights/best.pt

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yolov11s/run_42/weights/last.pt

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yolov11s/run_456/weights/best.pt

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yolov11s/run_456/weights/last.pt

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yolov11s/run_789/weights/best.pt

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yolov11s/run_789/weights/last.pt

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yolov11s/run_9999/weights/best.pt

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yolov11s/run_9999/weights/last.pt

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yolov12s/run_1000/weights/best.pt

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yolov12s/run_1000/weights/last.pt

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yolov12s/run_123/weights/best.pt

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yolov12s/run_123/weights/last.pt

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yolov12s/run_1234/weights/best.pt

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yolov12s/run_1234/weights/last.pt

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yolov12s/run_2024/weights/best.pt

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yolov12s/run_2024/weights/last.pt

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yolov12s/run_2025/weights/best.pt

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yolov12s/run_2025/weights/last.pt

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yolov12s/run_3141/weights/best.pt

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yolov12s/run_3141/weights/last.pt

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yolov12s/run_42/weights/best.pt

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yolov12s/run_42/weights/last.pt

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yolov12s/run_456/weights/best.pt

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yolov12s/run_456/weights/last.pt

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Trechos de fonte

2 trechos

Readme16 de set.huggingface.co/GaryFer/smart-parking-weights

--- 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} } ```

Note16 de set.huggingface.co/GaryFer/smart-parking-weights

Source context: 238 downloads · 0 likes · Pipeline object-detection · Library ultralytics · Repo GaryFer/smart-parking-weights