Dataset Versions
v1
2023-05-18 1:27pm
Generated on May 18, 2023
1888 Total Images
View All Images
Dataset Split
Train Set 92%
1740Images
Valid Set 4%
72Images
Test Set 4%
76Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -25° and +25°
Shear: ±25° Horizontal, ±25° Vertical
Blur: Up to 2px
Noise: Up to 8% of pixels
Cutout: 10 boxes with 2% size each