Dataset Versions
v8
ILA-BBL-COLOR
Generated on Jul 26, 2023
5241 Total Images
View All Images
Dataset Split
Train Set 94%
4941Images
Valid Set 5%
260Images
Test Set 1%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±20° Horizontal, ±20° Vertical