Dataset Versions
v1
2024-04-28 2:22pm
Generated on Apr 28, 2024
1827 Total Images
View All Images
Dataset Split
Train Set 88%
1599Images
Valid Set 8%
153Images
Test Set 4%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each