Dataset Versions
v3
2024-08-14 7:22am
Generated on Aug 14, 2024
323 Total Images
View All Images
Dataset Split
Train Set 88%
285Images
Valid Set 8%
26Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Noise: Up to 1.52% of pixels