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Trafficnet Yolov11 Classification UrbanGuard07

Train Accident: 1620 Normal: 1800

KindOtherVersionRevision 3a3a858Cgrade

Model source

Kind
Other
File size
3.04–19.9 MB
Version
vRevision 3a3a858
Updated
Oct 22, 2026
Downloads
16
Source
Hugging Face

Source description

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

Sources

1 source
Hugging FacePrimaryVersion 3a3a8580144a799f61ff86802ad115630c6e5a67
huggingface.co/Zeeshanshanih/trafficnet-yolov11-classification_UrbanGuard07/tree/3a3a8580144a799f61ff86802ad115630c6e5a67

Verified Oct 22

Model artifacts

3 artifacts

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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Source excerpts

3 excerpts

--- 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