Dataset Versions
v2
2022-08-24 1:03pm
Generated on Aug 24, 2022
1427 Total Images
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Dataset Split
Train Set 89%
1272Images
Valid Set 9%
131Images
Test Set 2%
24Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 4 rows x 4 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical