Dataset Versions

v8

2023-09-07 6:34pm

Generated on Sep 7, 2023

Dataset Split

Train Set 96%
207Images
Valid Set 2%
4Images
Test Set 2%
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