Dataset Versions
v3
2024-08-20 7:25pm
Generated on Aug 20, 2024
1711 Total Images
View All Images
Dataset Split
Train Set 90%
1539Images
Valid Set 6%
107Images
Test Set 4%
65Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1088x1088
Augmentations
Outputs per training example: 3
Grayscale: Apply to 24% of images
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4.9px
Noise: Up to 1.88% of pixels