IC Scratch Detection

Edit Project

Scratch Segmentation

Instance Segmentation

Scratch Segmentation Image Dataset

Versions
Final Version
v6
·
6 months ago
Segment 5
v5
·
6 months ago
Segment 4
v4
·
6 months ago
Segment 3
v3
·
6 months ago
Segment 2
v2
·
6 months ago
Segment 1
v1
·
6 months ago
v1

Segment 1

Generated on Dec 26, 2023
Download Dataset

2012 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 88%
1761Images
Valid Set 8%
168Images
Test Set 4%
83Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Brightness: Between -50% and +50%
Exposure: Between -50% and +50%
Blur: Up to 10.5px
Noise: Up to 10% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -50% and +50%
Bounding Box: Exposure: Between -50% and +50%
Bounding Box: Blur: Up to 8px
Bounding Box: Noise: Up to 10% of pixels