Dataset Versions

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2024-02-14 11:36am
v4
·
a year ago
2024-02-13 10:27am
v3
·
a year ago
v3

2024-02-13 10:27am

Generated on Feb 13, 2024
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Dataset Split

Train Set 88%
21474Images
Valid Set 8%
1878Images
Test Set 5%
1104Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 3 columns

Augmentations

Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%

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