Dataset Versions
v3
2024-12-20 4:35pm
Generated on Dec 20, 2024
8668 Total Images
View All Images
Dataset Split
Train Set 87%
7581Images
Valid Set 8%
720Images
Test Set 4%
367Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
Noise: Up to 1.13% of pixels