Dataset Versions
v1
2023-05-23 4:11pm
Generated on May 23, 2023
1369 Total Images
View All Images
Dataset Split
Train Set 87%
1197Images
Valid Set 9%
117Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each