Dataset Versions

v11

2024-01-19 1:36pm

Generated on Jan 19, 2024

Dataset Split

Train Set 88%
5364Images
Valid Set 9%
525Images
Test Set 3%
179Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Modify Classes: 1 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%