waferdetection

Edit Project

Wafer Defect Detection

Classification

Wafer Defect Detection Image Dataset

Try Pre-Trained Model
Versions
Blur 15-
v3
May 2, 2024
Flip V - H
v2
May 2, 2024
Original
v1
May 1, 2024
v3

Blur 15-

Generated on May 2, 2024
Download Dataset

286 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 87%
248Images
Valid Set 9%
25Images
Test Set 5%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 1.5px