นายสุขสันต์ พรมบุญเรือง

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billboards

Classification

billboards Image Dataset

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Versions
2023-10-26 1:43pm
v10
Oct 26, 2023
2023-10-23 3:42am
v9
Oct 22, 2023
2023-10-23 3:20am
v8
Oct 22, 2023
2023-10-23 3:14am
v7
Oct 22, 2023
2023-10-23 3:03am
v6
Oct 22, 2023
2023-10-23 2:28am
v5
Oct 22, 2023
2023-10-22 7:05pm
v4
Oct 22, 2023
v9

2023-10-23 3:42am

Generated on Oct 22, 2023
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2103 Total Images

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Dataset Split

Train Set 87%
1836Images
Valid Set 8%
177Images
Test Set 4%
90Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels