Dataset Versions
v4
2023-07-02 2:20am
Generated on Jul 1, 2023
3352 Total Images
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Dataset Split
Train Set 87%
2931Images
Valid Set 8%
278Images
Test Set 4%
143Images
Preprocessing
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 0 remapped, 3 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Applied
Hue: Between -10° and +10°
Saturation: Between -10% and +10%