US Road Signs Image Dataset
Versions
original-dataset
v72
Dec 21, 2023
Jafar2
v71
Sep 21, 2023
Jafar
v70
Sep 18, 2023
rrs
v69
Jun 2, 2023
Yazan
v64
May 29, 2023
MSM-team
v61
May 29, 2023
laith
v58
May 27, 2023
AA
v52
May 27, 2023
project
v47
May 26, 2023
SMM2
v43
May 26, 2023
2023-05-26 4:22pm
v42
May 26, 2023
Aya Mahasneh
v35
May 26, 2023
Odai absi
v31
May 25, 2023
Adan - Sawsan
v29
May 25, 2023
Version 13
v13
May 25, 2023
Cv
v10
May 25, 2023
Tareef
v8
May 25, 2023
2023-05-24 9:59pm
v5
May 24, 2023
v64
Yazan
Generated on May 29, 2023
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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1600 Total Images
View All Images
Dataset Split
Train Set 88%
1404Images
Valid Set 6%
98Images
Test Set 6%
98Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -17° and +17°
Noise: Up to 5% of pixels
Cutout: 6 boxes with 10% size each
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