Dataset Versions
v2
2023-07-31 11:58pm
Generated on Jul 31, 2023
3645 Total Images
View All Images
Dataset Split
Train Set 97%
3552Images
Valid Set 2%
81Images
Test Set 0%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±5° Horizontal, ±5° Vertical
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 2% of pixels