Dataset Versions
Versions
v1
2024-05-15 9:37am
Generated on May 15, 2024
828 Total Images
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Dataset Split
Train Set 85%
702Images
Valid Set 9%
72Images
Test Set 7%
54Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 31-90% Vertical Region
Resize: Stretch to 640x640
Tile: 3 rows x 3 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical