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trafficnet-yolov11-classification_UrbanGuard07 – AI Model by Zeeshanshanih | AlphaNeural AI
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Zeeshanshanih
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trafficnet-yolov11-classification_UrbanGuard07
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ultralytics
yolov11
image-classification
accident-detection
computer-vision
mit
us
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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
