Dataset Versions

v4

2024-05-22 4:04pm

Generated on May 22, 2024

Dataset Split

Train Set 92%
29155Images
Valid Set 5%
1668Images
Test Set 3%
830Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 20% of images
Exposure: Between -15% and +15%
Noise: Up to 1.8% of pixels

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