Dataset Versions
v2
2024-04-29 3:54pm
Generated on Apr 29, 2024
2588 Total Images
View All Images
Dataset Split
Train Set 82%
2124Images
Valid Set 9%
232Images
Test Set 9%
232Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%