pindetect Dataset

v5

2023-07-17 12:41pm

Generated on Jul 17, 2023

Dataset Split

Train Set 92%
2178Images
Valid Set 6%
135Images
Test Set 2%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -4° and +4°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 5% of pixels
Mosaic: Applied