ARMLab

cables

Instance Segmentation

cables Image Dataset

v15

2024-02-15 4:36pm

Generated on Feb 15, 2024

Dataset Split

Train Set 95%
1036Images
Valid Set 3%
35Images
Test Set 1%
15Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 7
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 4.75px
Noise: Up to 1% of pixels
Cutout: 3 boxes with 10% size each