Dataset Versions

v4

2023-06-15 3:15pm

Generated on Jun 15, 2023

Dataset Split

Train Set 74%
594Images
Valid Set 24%
196Images
Test Set 1%
11Images

Preprocessing

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Cutout: 3 boxes with 20% size each