Dataset Versions
v1
2023-05-01 7:38pm
Generated on May 1, 2023
1307 Total Images
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Dataset Split
Train Set 87%
1143Images
Valid Set 8%
109Images
Test Set 4%
55Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -25° and +25°
Saturation: Between -20% and +20%