KML Sensors


Loading...

Advanced Weld Inspection

The system uses advanced computer vision to scan weld areas, identify flaws, and support faster, more accurate inspection—reducing the need for manual checks.

See Demo
Secure & Private Continuous Learning High Performance
Precision Detection

Highly accurate

Real-time Analysis

Instant results

KML Sensors

Core Capabilities

Our AI-powered weld analysis system provides unmatched precision and performance

Weld Detection

Advanced neural networks identify weld defects with high accuracy even in complex environments, detecting multiple anomalies simultaneously with real-time processing capabilities.

Deep Learning Real-time

Precise Classification

Multi-label classification system that categorizes weld types and defects with detailed taxonomies, supporting custom class definitions for specialized welding applications.

Multi-label Customizable

OBB Methodology

Oriented Bounding Box technology provides precise spatial recognition of weld seams, capturing orientation and dimensions for accurate dimensional analysis and quality control.

Oriented Precision

Advanced AI Architecture


Our system combines state-of-the-art computer vision techniques with deep learning to deliver unparalleled weld recognition capabilities. The process begins with multi-scale feature extraction, followed by hierarchical defect proposal generation.

For classification, we employ a hybrid architecture combining convolutional neural networks (CNNs) with attention mechanisms, allowing the system to focus on critical weld features while maintaining spatial relationships and defect patterns.

The OBB implementation uses rotational invariant features to determine weld orientation, then applies geometric constraints to generate precise bounding boxes that match the weld's actual dimensions and alignment for accurate quality assessment.

Python
TensorFlow
PyTorch
OpenCV
ONNX
CUDA

Annotation Workflow

From project creation to exporting annotated data — simplified and efficient.

Create Project

Start a new weld inspection project with custom settings and configurations

Upload Image

Import high-resolution weld images or video streams for processing

Create Labels

Add or create labels to define weld defects

Draw Labels

Use our advanced OBB tools to precisely mark and annotate weld areas

Export Data

Generate comprehensive reports or export data for further analysis

See It In Action

Explore how our AI weld analysis can transform your quality control workflow

Industrial Weld Inspection

Our AI-powered industrial weld inspection system leverages advanced computer vision techniques to analyze high-resolution images and video streams in real-time. It detects even the tiniest weld defects, porosity, cracks, or dimensional inaccuracies across a variety of welding processes.

This solution integrates seamlessly with existing production lines, automatically classifying defects by type and severity. It reduces manual inspection time, eliminates human error, and increases operational efficiency while maintaining the highest quality standards.

Whether it's TIG welding, MIG welding, or specialized industrial applications, our platform adapts to diverse welding needs—ensuring consistently high product quality and faster turnaround times with comprehensive defect analysis.

Why Choose Our Platform

Experience the difference with our user-centric AI weld inspection solution

User-Friendly

Intuitive interface designed for welding professionals with guided inspection workflows.

Easy to Use

Custom Labels

Create and manage custom weld defect classes with hierarchical taxonomies for specific applications.

Flexible

Video Support

Process video streams with temporal consistency and continuous weld quality tracking.

Real-time

24/7 Support

Dedicated technical support with welding and AI experts through multiple channels.

Always Available

Data Security

Enterprise-grade security with encryption, compliant with industrial regulations.

Secure

User-Friendly

Intuitive interface designed for welding professionals with guided inspection workflows.

Easy to Use

Custom Labels

Create and manage custom weld defect classes with hierarchical taxonomies for specific applications.

Flexible

Video Support

Process video streams with temporal consistency and continuous weld quality tracking.

Real-time

24/7 Support

Dedicated technical support with welding and AI experts through multiple channels.

Always Available

Data Security

Enterprise-grade security with encryption, compliant with industrial regulations.

Secure

Precision Weld Analysis

Our AI weld detection and classification system, powered by an Oriented Bounding Box (OBB) methodology, represents the next generation of industrial quality control technology. By integrating advanced neural networks with precise geometric analysis, it delivers exceptional accuracy and robustness in complex welding scenarios.