Dataset Versions
v1
2024-02-26 11:04am
Generated on Feb 26, 2024
16471 Total Images
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Dataset Split
Train Set 85%
13962Images
Valid Set 13%
2151Images
Test Set 2%
358Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -20% and +20%
Noise: Up to 1.21% of pixels