Dataset Versions

v1

2022-10-06 3:26pm

Generated on Oct 6, 2022

Dataset Split

Train Set 97%
336Images
Valid Set %
0Images
Test Set 3%
12Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 33% of images
Hue: Between -90° and +90°
Saturation: Between -33% and +33%
Brightness: Between -50% and +50%
Exposure: Between -33% and +33%
Blur: Up to 4px
Noise: Up to 20% of pixels
Cutout: 3 boxes with 30% size each
Mosaic: Applied