Dataset Versions

v6

2024-10-25 1:18pm

Generated on Oct 25, 2024

Dataset Split

Train Set %
0Images
Valid Set %
0Images
Test Set 100%
41Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 5% of images
Hue: Between -25° and +25°
Saturation: Between -33% and +33%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 3px
Noise: Up to 1.96% of pixels
Mosaic: Applied
Bounding Box: Blur: Up to 0.6px