Modelpublic

Zeeshanshanih/trafficnet-yolov11-classification_UrbanGuard07

sourceHugging Facemitupdated 2mo agoView on Hugging Face

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Model Card

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