Dataset Versions
v1
2023-08-23 2:36pm
Generated on Aug 23, 2023
196 Total Images
View All ImagesDataset Split
Train Set 87%
171Images
Valid Set 9%
17Images
Test Set 4%
8Images
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
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels