Dataset Versions
v2
2023-11-10 2:40pm
Generated on Nov 10, 2023
1670 Total Images
View All ImagesDataset Split
Train Set 95%
1584Images
Valid Set 4%
61Images
Test Set 1%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each
Mosaic: Applied
Bounding Box: Noise: Up to 5% of pixels