Dataset Versions
v3
2024-03-31 1:33pm
Generated on Mar 31, 2024
30666 Total Images
View All Images
Dataset Split
Train Set 90%
27696Images
Valid Set 6%
1980Images
Test Set 3%
990Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 5 dropped
Augmentations
Outputs per training example: 4
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
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