Dataset Versions

Try Pre-Trained Model

2023-10-31 8:16am

v1

2023-10-31 8:16am

Generated on Oct 31, 2023

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4618 Total Images

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Dataset Split

Train Set 88%

4041Images

Valid Set 8%

384Images

Test Set 4%

193Images

Preprocessing

Auto-Orient: Applied

Resize: Fit within 600x600

Augmentations

Outputs per training example: 3

Saturation: Between -30% and +30%

Brightness: Between -25% and +25%

Exposure: Between -25% and +25%

Blur: Up to 2.5px

Noise: Up to 5% of pixels

Mosaic: Applied

Bounding Box: Brightness: Between -25% and +25%

Bounding Box: Exposure: Between -25% and +25%

Bounding Box: Blur: Up to 2.5px

Bounding Box: Noise: Up to 5% of pixels

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