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Trafficnet Yolov11 Classification UrbanGuard07

Train Accident: 1620 Normal: 1800

TipoOtherVersiónRevision 3a3a858Ccalidad

Fuente del modelo

Tipo
Other
Tamaño del archivo
3,04–19,9 MB
Versión
vRevision 3a3a858
Actualizado
22 oct 2026
Descargas
16
Fuente
Hugging Face

Descripción de la fuente

Accident vs Normal Traffic Classifier

Model

YOLOv11 Classification

Classes

  • accident
  • normal

Dataset

Train

  • Accident: 1620
  • Normal: 1800

Test

  • Accident: 380
  • Normal: 400

Total Images: 4200

Training

  • Epochs: 50
  • Image Size: 224
  • Optimizer: AdamW
  • Framework: Ultralytics YOLOv11

Files

  • best.pt
  • results.csv
  • results.png
  • confusion_matrix.png
  • PR_curve.png
  • F1_curve.png

Fuentes

1 fuente
Hugging FacePrincipalVersión 3a3a8580144a799f61ff86802ad115630c6e5a67
huggingface.co/Zeeshanshanih/trafficnet-yolov11-classification_UrbanGuard07/tree/3a3a8580144a799f61ff86802ad115630c6e5a67

Verificado 22 oct

Artefactos del modelo

3 artefactos

best.pt

pt · 3,04 MB · SHA-256 da60249fbaa5…5d25 · Hugging Face

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weights/best.pt

pt · 19,9 MB · SHA-256 36ae773b9476…3cfa · Hugging Face

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weights/last.pt

pt · 19,9 MB · SHA-256 e30fb3ec7071…453d · Hugging Face

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Extractos de fuentes

3 extractos

--- license: mit library_name: ultralytics tags: - yolov11 - image-classification - accident-detection - computer-vision --- # Accident vs Normal Traffic Classifier ## Model YOLOv11 Classification ## Classes - accident - normal ## Dataset Train - Accident: 1620 - Normal: 1800 Test - Accident: 380 - Normal: 400 Total Images: 4200 ## Training - Epochs: 50 - Image Size: 224 - Optimizer: AdamW - Framework: Ultralytics YOLOv11 ## Files - best.pt - results.csv - results.png - confusion_matrix.png - PR_curve.png - F1_curve.png

Source context: 16 downloads · 0 likes · Pipeline image-classification · Library ultralytics · Repo Zeeshanshanih/trafficnet-yolov11-classification_UrbanGuard07

Source context: 216 downloads · 0 likes · Pipeline image-classification · Library ultralytics · Repo Zeeshanshanih/trafficnet-yolov11-classification_UrbanGuard07