Dataset Versions

v4

2022-10-30 7:06pm

Generated on Oct 30, 2022

Dataset Split

Train Set 87%
1041Images
Valid Set 8%
99Images
Test Set 4%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
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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