nitinworkspace

sh

Instance Segmentation

sh Image Dataset

v2

2024-01-19 7:28pm

Generated on Jan 20, 2024

Dataset Split

Train Set 94%
1926Images
Valid Set 4%
81Images
Test Set 2%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 12 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels