Dataset Versions

v5

2022-10-31 6:47am

Generated on Oct 30, 2022

Dataset Split

Train Set 70%
347Images
Valid Set 20%
99Images
Test Set 10%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 1
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Noise: Up to 3% of pixels

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