Industrial Vision

Industrial Vision

Instance Segmentation

Industrial Vision Image Dataset

v1

2023-06-05 4:19pm

Generated on Jun 5, 2023

Dataset Split

Train Set 87%
1008Images
Valid Set 8%
96Images
Test Set 4%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 20% of images
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -11% and +11%