Dataset Versions
v17
2023-12-24 4:28pm
Generated on Dec 24, 2023
12292 Total Images
View All Images
Dataset Split
Train Set 82%
10118Images
Valid Set 13%
1574Images
Test Set 5%
600Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -27° and +27°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1.5px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 5% size each