Dataset Versions
Versions
v1
2024-10-18 3:37am
Generated on Oct 18, 2024
2283 Total Images
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Dataset Split
Train Set 91%
2076Images
Valid Set 7%
162Images
Test Set 2%
45Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.6px
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 1.3px
Bounding Box: Noise: Up to 0.1% of pixels