Materials Science

Defect Detection & Counting

Automated defect identification and counting

Detect, classify, and count surface defects including voids, cracks, inclusions, and scratches in manufactured materials. ConductVision’s defect detection works across polished metals, ceramics, and composite cross-sections with configurable severity thresholds.

Defect Detection & Counting
Multi-Class
Defects
Severity
Scoring
Location
Mapping
Workflow

How It Works

1

Upload

Load surface or cross-section images

2

Detect

AI identifies defect locations and types

3

Classify

Categorize by type and severity

4

Export

Download defect maps, counts, and severity reports

Features

What You Get

Multi-Class Detection

Distinguish voids, cracks, inclusions, and scratches in a single analysis pass

Severity Scoring

Automatically classify defects by size, aspect ratio, and location relative to critical features

Defect Mapping

Generate spatial defect density maps for quality control documentation

Compatibility

Works With Your Existing Tools

Excel
GraphPad Prism
RR
Python
CSV

Ready to standardize your Defect Detection & Counting workflow?

Upload your first image and get results in under 60 seconds.

Try ConductVision