Dataset Versions
Versions
Traffic_Sign_Dataset_12_02_22
v9
· 3 years ago
Traffic_Sign_Dataset_11_01_22
v8
· 3 years ago
Traffic_Sign_Dataset_19_12_21
v7
· 3 years ago
Traffic_Sign_Dataset_21_11_21
v6
· 3 years ago
Traffic_Sign_Dataset_17_11_21
v5
· 3 years ago
Traffic_Sign_Dataset_28_10_21
v4
· 3 years ago
Traffic_Sign_Dataset_28_10_21
v3
· 3 years ago
Traffic_Sign_Dataset_28_10_21
v2
· 3 years ago
Traffic_Sign_Dataset_28_10_21
v1
· 3 years ago
v4
Traffic_Sign_Dataset_28_10_21
Generated on Oct 28, 2021
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TXT annotations and YAML config used with YOLOv8.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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1783 Total Images
View All Images
Dataset Split
Train Set 87%
1560Images
Valid Set 8%
149Images
Test Set 4%
74Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Blur: Up to 5px
Noise: Up to 5% of pixels