Dataset Versions

v2

2024-01-16 4:21am

Generated on Jan 15, 2024

Dataset Split

Train Set 90%
93Images
Valid Set 5%
5Images
Test Set 5%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -13° and +13°
Grayscale: Apply to 20% of images
Hue: Between -25° and +25°
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Noise: Up to 0.98% of pixels

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