Dataset Versions
v5
2023-09-28 11:31pm
Generated on Sep 29, 2023
10129 Total Images
View All ImagesDataset Split
Train Set 88%
8910Images
Valid Set 6%
609Images
Test Set 6%
610Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±4° Horizontal, ±4° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1% of pixels
Mosaic: Applied