Engine
technology that enables our manufacturing intelligence platform.
It captures video footages of production lines and analyzes them with our proprietary light foudnation model that is trained on millions of products that you would expect to see on your factory floor.
Scroll to read more about LFMs
Vision AI for Instant Adaptation
Instant visibility in 3 easy steps: Mount, Mark, Run
1
Mount
Camera
Point the camera at the products—no complex setup needed.
2
Mark
Good Products / Faults
Visually mark the products to track—no coding needed.
3
Run Production, AI Inspects in Real-Time
Go live. InspectIQ gathers reliable production data instantly.
Lightweight Foundation Models
We introduce FS-MANU-Vx, a ready-to-use visual LFM
designed for manufacturing domain
What are Lightweight Foundation Models (LFMs)?
Light Foundation Models (LFMs) are AI models built to bring the power of foundation models to resource-constrained environments, such as edge devices on factory floors. Unlike Large Vision Models, which require significant computational resources, LFMs are optimized for speed, efficiency, and adaptability, making them ideal for real-time quality control, defect detection, and adaptive production workflows.
Distinct Features and Capabilities of LFMs
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Edge-Optimized Efficiency: Designed to run on lower-power hardware while maintaining high accuracy.
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Compact Architectures: Lighter model structures reduce inference time while preserving strong feature extraction.
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Adaptive Learning: LFMs can quickly adjust to new products, variations, or defect types without extensive retraining.
Key Capabilities of LFMs in Manufacturing
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Real-Time Defect Detection: Identifies anomalies in production instantly, preventing faulty products from moving downstream.
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Flexible Object Recognition: Adapts to various product types and designs, enabling seamless transitions in high-mix production.
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On-Device Decision Making: Reduces dependency on the cloud, ensuring reliable performance even in disconnected environments.
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Scalable Deployment: Runs efficiently on a wide range of hardware, from industrial cameras to edge AI modules.
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Superior Accuracy
Deep, complex networks and training on extensive, diverse datasets. These elements allow LFMs to effectively recognize and interpret intricate details and patterns, making them highly reliable for detailed visual tasks
Rapid Deployment
Seamless integration with both cloud and edge computing, and trained directly on-site. Comprehensive pre-training enables LFMs to generalize well across various scenarios without the need for extensive customization.
Highly Scalable
Trained on extensive data from typical manufacturing environments, the model reduces the need for frequent retraining and enables instant detection for specific use cases.
Contact
Want to boost manufacturing processes with our LFM?
