Dataset Versions
v5
With1024resize-2024-04-07 11-18am
Generated on Apr 7, 2024
1491 Total Images
View All Images
Dataset Split
Train Set 95%
1410Images
Valid Set 4%
56Images
Test Set 2%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -5% and +5%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Blur: Up to 2.5px