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Traffic_Sign_Dataset_12_02_22
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v9
Traffic_Sign_Dataset_12_02_22
Generated on Feb 12, 2022
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv5.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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1701 Total Images
View All Images
Dataset Split
Train Set 87%
1478Images
Valid Set 9%
149Images
Test Set 4%
74Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-85% Horizontal Region, 25-85% Vertical Region
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 15 dropped
Augmentations
Outputs per training example: 3
Saturation: Between -10% and +10%