Dataset Versions
Versions
v1
2024-07-09 10:24am
Generated on Jul 9, 2024
3867 Total Images
View All Images
Dataset Split
Train Set 97%
3732Images
Valid Set %
0Images
Test Set 3%
135Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%