Dataset Versions
v1
2023-07-20 8:48am
Generated on Jul 20, 2023
800 Total Images
View All ImagesDataset Split
Train Set 99%
792Images
Valid Set 1%
8Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 13% of images
Blur: Up to 0.5px
Noise: Up to 1% of pixels