Dataset Versions
v9
2023-08-11 10:37pm
Generated on Aug 11, 2023
10356 Total Images
View All Images
Dataset Split
Train Set 89%
9249Images
Valid Set 9%
884Images
Test Set 2%
223Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -20% and +20%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 4% of pixels