Dataset Versions
v1
2022-10-03 1:20am
Generated on Oct 2, 2022
11 Total Images
View All Images
Dataset Split
Train Set 82%
9Images
Valid Set 9%
1Images
Test Set 9%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 16% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down