Dataset Versions

v11

2024-09-15 10:47pm

Generated on Sep 15, 2024

Dataset Split

Train Set 87%
402Images
Valid Set 9%
42Images
Test Set 3%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 99% of images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.18% of pixels