Dataset Versions
v1
2024-09-03 6:10am
Generated on Sep 3, 2024
9660 Total Images
View All Images
Dataset Split
Train Set 88%
8460Images
Valid Set 8%
803Images
Test Set 4%
397Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 4px
Noise: Up to 0.5% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels