pindetect Dataset

v1

2023-06-28 11:40am

Generated on Jun 28, 2023

Dataset Split

Train Set 87%
165Images
Valid Set 8%
15Images
Test Set 5%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 57% Maximum Zoom
Rotation: Between -3° and +3°
Shear: ±10° Horizontal, ±10° Vertical
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 30% Maximum Zoom
Bounding Box: Noise: Up to 5% of pixels