Dataset Versions

v3

2024-09-04 12:36pm

Generated on Sep 4, 2024

Dataset Split

Train Set 87%
1326Images
Valid Set 8%
127Images
Test Set 4%
63Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1152x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%

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