Machine learning

Instance Segmentation

Instance Segmentation

Instance Segmentation Image Dataset

v1

2024-06-01 1:40pm

Generated on Jun 1, 2024

Dataset Split

Train Set 88%
411Images
Valid Set 8%
37Images
Test Set 4%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%