Dataset Versions

v1

2024-05-16 9:22pm

Generated on May 16, 2024

Dataset Split

Train Set 95%
7317Images
Valid Set 3%
232Images
Test Set 2%
116Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Exposure: Between -10% and +10%

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