Dataset Versions

v5

2023-10-30 4:38am

Generated on Oct 30, 2023

Dataset Split

Train Set 81%
120Images
Valid Set 11%
17Images
Test Set 8%
12Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 62% Maximum Zoom
Rotation: Between -24° and +24°
Shear: ±35° Horizontal, ±37° Vertical
Hue: Between -27° and +27°
Brightness: Between -60% and +60%
Exposure: Between -4% and +4%
Noise: Up to 1% of pixels
Cutout: 14 boxes with 12% size each
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 29% Maximum Zoom