Dataset Versions

v11

2024-12-25 2:26pm

Generated on Dec 25, 2024

Dataset Split

Train Set 88%
364Images
Valid Set 7%
29Images
Test Set 5%
20Images

Preprocessing

Resize: Fit (black edges) in 640x480
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 7
Grayscale: Apply to 100% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px