Dataset Versions
v4
2024-05-21 9:23pm
Generated on May 21, 2024
647 Total Images
View All Images
Dataset Split
Train Set 78%
507Images
Valid Set 8%
50Images
Test Set 14%
90Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°