ProjectOPG

yolo_new

Instance Segmentation

yolo_new Image Dataset

v4

2024-03-28 4:27pm

Generated on Mar 28, 2024

Dataset Split

Train Set 85%
720Images
Valid Set 13%
110Images
Test Set 2%
20Images

Preprocessing

Resize: Stretch to 1024x512
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.1% of pixels