Dataset Versions
v3
2023-06-13 9:26pm
Generated on Jun 13, 2023
2515 Total Images
View All Images
Dataset Split
Train Set 92%
2313Images
Valid Set 4%
101Images
Test Set 4%
101Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1080x720
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±5° Vertical
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -3% and +3%
Blur: Up to 0.5px
Noise: Up to 1% of pixels