Musical Instruments Instance Segmentation

Instance Segmentation

Dataset Versions

v7

2023-09-06 3:18pm

Generated on Sep 6, 2023

Dataset Split

Train Set 80%
129Images
Valid Set 9%
15Images
Test Set 11%
17Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical