Dataset Versions
Versions
v1
2023-05-07 11:02am
Generated on May 7, 2023
224 Total Images
View All ImagesDataset Split
Train Set 87%
195Images
Valid Set 7%
16Images
Test Set 6%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 70% of images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 36% Maximum Zoom
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each