Dataset Versions
Versions
v1
2024-07-19 12:29pm
Generated on Jul 19, 2024
3303 Total Images
View All Images
Dataset Split
Train Set 89%
2928Images
Valid Set 8%
250Images
Test Set 4%
125Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -13° and +13°
Shear: ±11° Horizontal, ±11° Vertical
Grayscale: Apply to 20% of images
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 0.2px