Dataset Versions

v1

2023-08-08 9:46pm

Generated on Aug 8, 2023

Dataset Split

Train Set 100%
186Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 61% Maximum Zoom
Rotation: Between -27° and +27°
Shear: ±15° Horizontal, ±14° Vertical
Saturation: Between -14% and +14%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each

Similar Projects

See More