Dataset Versions

v16

2023-09-21 5:59pm

Generated on Sep 21, 2023

Dataset Split

Train Set 87%
750Images
Valid Set 8%
71Images
Test Set 5%
39Images

Preprocessing

Resize: Fit (black edges) in 1280x1280
Modify Classes: 22 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -30° and +30°
Shear: ±30° Horizontal, ±30° Vertical
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 10% of pixels

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