Dataset Versions
v3
2023-05-21 1:48pm
Generated on May 21, 2023
4397 Total Images
View All ImagesDataset Split
Train Set 82%
3597Images
Valid Set 9%
400Images
Test Set 9%
400Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Noise: Up to 2% of pixels