Dataset Versions

v2

2023-06-22 1:02pm

Generated on Jun 22, 2023

Dataset Split

Train Set 86%
75Images
Valid Set 7%
6Images
Test Set 7%
6Images

Preprocessing

Resize: Stretch to 224x224
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 51% Maximum Zoom
Rotation: Between -29° and +29°
Shear: ±27° Horizontal, ±23° Vertical
Brightness: Between -58% and +58%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

Similar Projects

See More