Dataset Versions
v1
2024-05-28 12:25pm
Generated on May 28, 2024
14360 Total Images
View All Images
Dataset Split
Train Set 88%
12576Images
Valid Set 8%
1165Images
Test Set 4%
619Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 2% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 23% of images
Saturation: Between -50% and +50%
Brightness: Between -34% and +34%
Noise: Up to 0.22% of pixels