Dataset Versions

v6

2023-11-04 5:46pm

Generated on Nov 4, 2023

Dataset Split

Train Set 69%
87Images
Valid Set 16%
20Images
Test Set 16%
20Images

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