Dataset Versions

v7

2024-07-07 10:28am

Generated on Jul 7, 2024

Dataset Split

Train Set 88%
594Images
Valid Set 8%
57Images
Test Set 4%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.45% of pixels

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