Dataset Versions

v10

2024-01-04 9:32am

Generated on Jan 4, 2024

Dataset Split

Train Set 87%
444Images
Valid Set 8%
39Images
Test Set 5%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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