Dataset Versions
v2
2024-05-17 10:59pm
Generated on May 17, 2024
1225 Total Images
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Dataset Split
Train Set 87%
1071Images
Valid Set 6%
77Images
Test Set 6%
77Images
Preprocessing
Auto-Orient: Applied
Static Crop: 20-80% Horizontal Region, 20-80% Vertical Region
Resize: Fit within 640x640
Modify Classes: 6 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1.05% of pixels