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Industrial AI Service

Visual AI Pipeline

"From seed images to production-ready detection models in hours, not months."

Deploy custom object detection and classification models for industrial inspection across any domain. Our transfer learning pipeline takes your reference images and delivers edge-ready AI models optimized for real-time analysis on mobile devices - no machine learning expertise required.

Why Visual AI Pipeline

Enterprise-grade object detection made accessible

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Rapid Deployment

From concept to production-ready model in hours. No months of development or specialized ML teams required.

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Domain Agnostic

Works across subsea, railway, wind energy, mining, construction - any inspection vertical with visual data.

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Edge-Ready

On-device inference without network connectivity. Real-time analysis directly on mobile devices in the field.

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Multi-Sensor Fusion

Combine RGB video, LiDAR point clouds, thermal imaging, and acoustic data for comprehensive analysis.

7-Step Transfer Learning Pipeline

A proven methodology from concept to deployed production models

1

Discovery

Define detection objectives, target classes, and success criteria. We analyze your inspection challenges and design the optimal detection strategy.

2

Data Enrichment

Transform limited sample images into robust training datasets through intelligent augmentation, expanding your data while preserving detection accuracy.

3

Annotation

Expert labeling with domain-specific precision. Every object is carefully marked and classified to train models that understand your exact requirements.

4

Model Training

Custom AI models trained specifically on your use case. Multiple architectures evaluated to find the optimal balance of speed and accuracy.

5

Validation

Rigorous testing against real-world scenarios ensures your model performs reliably in field conditions with measurable confidence scores.

6

Deployment

Production-ready models optimized for your infrastructure - from cloud services to edge devices with offline capability.

7

Evolution

Continuous learning from field operations. Models improve over time as they encounter new scenarios and edge cases.

Multi-Sensor Integration

Comprehensive data fusion for industrial inspection accuracy

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RGB Video

HD/4K visual streams

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LiDAR

3D point cloud analysis

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Thermal

IR anomaly detection

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Sonar

Acoustic mapping

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PAUT

Ultrasonic patterns

Performance Metrics

Proven results across industrial inspection domains

7
Pipeline Steps
5+
Sensor Types
4
Severity Levels
62
FPS Real-time

Ready to Deploy Custom Detection Models?

Start with a discovery session to identify your inspection challenges.

Schedule Consultation