Dataset Versions
v3
2024-12-09 4:08pm
Generated on Dec 9, 2024
6609 Total Images
View All Images
Dataset Split
Train Set 84%
5559Images
Valid Set 16%
1050Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 1120x1120
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Grayscale: Apply to 100% of images
Hue: Between -37° and +37°
Brightness: Between -11% and +11%
Exposure: Between -21% and +21%
Noise: Up to 0.1% of pixels