Dataset Versions

v3

2023-07-29 12:57am

Generated on Jul 28, 2023

Dataset Split

Train Set 87%
1407Images
Valid Set 8%
133Images
Test Set 4%
72Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-65% Horizontal Region, 0-29% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -27° and +27°
Grayscale: Apply to 38% of images
Brightness: Between -51% and +51%
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 2% of pixels

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