Dataset Versions

v7

2023-08-20 12:29am

Generated on Aug 19, 2023

Dataset Split

Train Set 90%
72Images
Valid Set 5%
4Images
Test Set 5%
4Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Grayscale: Apply to 25% of images
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels