Dataset Versions
v1
2024-04-09 8:11am
Generated on Apr 9, 2024
45522 Total Images
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Dataset Split
Train Set 82%
37512Images
Valid Set 12%
5319Images
Test Set 6%
2691Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 3.5px
Noise: Up to 0.2% of pixels