Dataset Versions
v5
2024-05-07 8:42am
Generated on May 7, 2024
8550 Total Images
View All ImagesDataset Split
Train Set 94%
8019Images
Valid Set 6%
531Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -14° and +14°
Shear: ±4° Horizontal, ±6° Vertical
Saturation: Between -29% and +29%
Noise: Up to 1.13% of pixels