Anomaly Detection at the Edge with SCAiLX + DVI

We have joined forces with Deep Vision Consulting to address a critical challenge in industrial quality control - visual anomaly detection with Edge AI cameras.

SCAiLX Edge AI Camera Platform by Videology is a modular hardware platform with a powerful AI engine in its core. A selection of peripherals such as cameras, adapters and output boards complement the SCAiLX Edge AI Platform. SCAiLX is built to run vision AI inference models at the Edge. 

DVI - Defect Visual Inspection solution from Deep Vision Consulting is a visual anomaly detection software targeting manufacturing, logistics, and many other industries. Developed specifically with OEMs in mind to detect anomalies when the defect is difficult to define, enumerate, and characterize, DVI offers an AI software library solution that makes training and inspection easy even for non-skilled operators.

Working seamlessly on SCAiLX Edge AI Camera platform, DVI delivers a powerful, scalable solution for visual inspections in industrial scenarios.

A Perfect Match: When SCAiLX meets DVI

Defect detection - crucial for quality, performance and safety - is not always straightforward and most conventional solutions rely on machine vision equipment, making them an expensive and high-maintenance choice.

Some incur ongoing third-party service fees, reducing long-term efficiency. Others require complex setup, limiting use to skilled personnel. Many also rely on cloud storage and processing, raising security and reliability concerns.

Addressing these challenges, the combined solution of SCAiLX and DVI redefines defect detection by delivering unparalleled precision, flexibility, and efficiency in identifying anomalies on objects and surfaces.

Through a blend of expertise and innovation, Videology and Deep Vision Consulting are setting new industry benchmarks - empowering OEMs, system integrators, and enterprises to build their own tailored solutions on an openly programmable smart camera with a seamlessly integrable software library.

Get Up and Running in Minutes

• Compact Design: Ultra-small form factor that easily fits into existing setups, saving space without compromising performance.
• Effortless Training: Super fast training process with just 20 to 60 defect-free images and takes just a few seconds.
• Secure & Private: All operations happen at the Edge, ensuring full data privacy and safety without external dependencies.
• Self-sustaining: No extra hardware or recurring third-party service costs—everything you need is built in.
• Effective Edge Processing: Direct Edge processing delivers context-specific results, making anomaly detection faster and more accurate.
• Versatile: Adapts to a wide range of visual anomaly detection needs, providing flexibility for various applications.
• User-friendly: Operators without technical expertise can easily train and use the system for defect inspection. No complex procedures, no complex parameters.
• Customizable: Tailor the system to your specific needs, with flexibility for future adjustments.
• Continuous Improvement (Optional): Enhance defect detection accuracy over time with operator feedback, optimizing the system as you go.
• Cost-effective: A more affordable solution compared to traditional machine vision systems, with no hidden fees.

Anomaly Detection at the Edge

With SCAiLX by Videology and DVI from Deep Vision Consulting together, your OEM business gains a reliable, scalable, and cost-effective anomaly detection system for vision that can easily be trained for your customer`s unique manufacturing processes - free from cloud-based risks, hidden costs, and unnecessary complexity.

DVI works with images produced directly by the SCAiLX Edge AI camera. It can be trained directly on-board in seconds, to spot defects on any kind of target object selected by the user.

About Deep Vision Consulting

Deep Vision Consulting specializes in innovative computer vision solutions, turning visual content into actionable, high-level insights. Their expertise spans the entire spectrum of computer vision applications, from sensor integration and optics to advanced image processing, computational geometry, and AI-driven technologies like machine learning and deep learning. Additionally, they extend their capabilities into complementary fields such as robotics, edge computing, data synthesis, and simulations—pushing the boundaries of innovation in the imaging and vision industry. 

In January 2025, Deep Vision Consulting joined as a Videology Community Partner. During the Embedded World 2025 exhibition between March 11-13, 2025, a live demo of DVI will be running on a SCAiLX Edge AI camera at Hall 3, Booth 3-355.