Dataset Versions

v32

2023-11-18 3:15am

Generated on Nov 18, 2023

Dataset Split

Train Set 87%
792Images
Valid Set 8%
75Images
Test Set 5%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 25 remapped, 24 dropped

Augmentations

Outputs per training example: 3
Hue: Between -50° and +50°
Saturation: Between -26% and +26%
Brightness: Between -23% and +23%
Exposure: Between -19% and +19%
Blur: Up to 1px
Noise: Up to 10% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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