Dataset Versions
v3
2024-02-13 9:56pm
Generated on Feb 13, 2024
4584 Total Images
View All Images
Dataset Split
Train Set 89%
4092Images
Valid Set 7%
328Images
Test Set 4%
164Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%