Dataset Versions
v2
2023-07-10 7:38pm
Generated on Jul 10, 2023
116 Total Images
View All Images
Dataset Split
Train Set 72%
84Images
Valid Set 14%
16Images
Test Set 14%
16Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each