Dataset Versions
v4
2023-12-22 10:04pm
Generated on Dec 22, 2023
384 Total Images
View All Images
Dataset Split
Train Set 88%
336Images
Valid Set 8%
32Images
Test Set 4%
16Images
Preprocessing
Resize: Fit (black edges) in 1280x1280
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -10% and +10%