Dataset Versions
v5
2023-04-20 9:15am
Generated on Apr 20, 2023
7638 Total Images
View All ImagesDataset Split
Train Set 88%
6684Images
Valid Set 8%
637Images
Test Set 4%
317Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between 0% and +20%
Blur: Up to 0.25px
Noise: Up to 3% of pixels