Dataset Versions

v9

2023-08-02 9:46pm

Generated on Aug 2, 2023

Dataset Split

Train Set 89%
879Images
Valid Set 8%
78Images
Test Set 3%
34Images

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, 62% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±10° Horizontal, ±11° Vertical
Brightness: Between -80% and +80%
Exposure: Between -12% and +12%
Blur: Up to 2.75px

Similar Projects

See More