Dataset Versions
v2
2023-10-11 2:45pm
Generated on Oct 11, 2023
17408 Total Images
View All Images
Dataset Split
Train Set 86%
14976Images
Valid Set 10%
1696Images
Test Set 4%
736Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -49% and +49%
Noise: Up to 10% of pixels
Mosaic: Applied
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