Dataset Versions

v7

2024-11-19 9:20am

Generated on Nov 19, 2024

Dataset Split

Train Set 98%
3185Images
Valid Set %
0Images
Test Set 2%
81Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 5
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -4% and +4%
Noise: Up to 0.1% of pixels