guitar-instance Dataset

v4

2023-12-10 8:32pm

Generated on Dec 10, 2023

Dataset Split

Train Set 96%
159Images
Valid Set %
0Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels