Dataset Versions
v1
2024-08-10 8:50am
Generated on Aug 10, 2024
1540 Total Images
View All Images
Dataset Split
Train Set 91%
1400Images
Valid Set 5%
70Images
Test Set 5%
70Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.06% of pixels