Dataset Versions
Versions
v6
2024-10-01 3:10pm
Generated on Oct 1, 2024
10768 Total Images
View All Images
Dataset Split
Train Set 87%
9390Images
Valid Set 8%
913Images
Test Set 4%
465Images
Preprocessing
Auto-Orient: Applied
Static Crop: 14-89% Horizontal Region, 9-94% Vertical Region
Resize: Fit within 299x299
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
