Dataset Versions
v4
2023-06-20 5:17pm
Generated on Jun 20, 2023
30748 Total Images
View All ImagesDataset Split
Train Set 87%
26889Images
Valid Set 7%
2066Images
Test Set 6%
1793Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (black edges) in 640x640
Filter Null: Do not filter any null images.
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -10% and +10%
Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 1.5px
Bounding Box: Noise: Up to 5% of pixels