Dataset Versions
v4
2023-07-20 2:27pm
Generated on Jul 20, 2023
1680 Total Images
View All ImagesDataset Split
Train Set 89%
1488Images
Valid Set 8%
128Images
Test Set 4%
64Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
Saturation: Between -45% and +45%
Exposure: Between -25% and +25%
Noise: Up to 7% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Blur: Up to 4.5px