Dataset Versions

v4

2023-05-03 6:29am

Generated on May 2, 2023

Dataset Split

Train Set 100%
1500Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 51% Maximum Zoom
Shear: ±13° Horizontal, ±21° Vertical
Grayscale: Apply to 30% of images
Brightness: Between -18% and +18%
Exposure: Between -13% and +13%
Noise: Up to 2% of pixels