Dataset Versions
v2
2023-07-07 10:22pm
Generated on Jul 7, 2023
19676 Total Images
View All Images
Dataset Split
Train Set 90%
17772Images
Valid Set 6%
1269Images
Test Set 3%
635Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -6° and +6°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%