Dataset Versions
Versions
v1
2023-08-23 11:36am
Generated on Aug 23, 2023
8811 Total Images
View All Images
Dataset Split
Train Set 91%
8034Images
Valid Set %
0Images
Test Set 9%
777Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -22° and +22°
Shear: ±45° Horizontal, ±42° Vertical
Brightness: Between -32% and +32%
Blur: Up to 1px
Noise: Up to 2% of pixels