Dataset Versions
Versions
v1
2022-07-22 7:29pm
Generated on Jul 22, 2022
16640 Total Images
View All ImagesDataset Split
Train Set 92%
15360Images
Valid Set 4%
640Images
Test Set 4%
640Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels