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With over 30 years of experience, C.R.G. Electronics Ltd. delivers innovative & cutting edge technology solutions for the computing, electronics & SW industries.

We represent and distribute major technology companies, semiconductor and electronics component manufacturers as well as computing modules and systems, allowing our customers a diverse range of quality solutions to choose from.

AI Lab, where innovation meets practicality.

Our AI Lab specializes in end-to-end pipeline solutions. From data preprocessing to model deployment. Our pipelines are robust, scalable, and adaptable to diverse use cases. Unlike traditional AI labs, we don’t stop at algorithms. Our team understands the intricacies of hardware architecture.

The Challenges of moving from Pilot to production in Edge AI

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Only 25% have a wide AI strategy

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Only 33% of AI projects move to production

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18+ months to go from pilot to production

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Operational Scale-out Complexity More Models, More Problems

Manual orchestration of many servers, many models, many instances; multiple scripts. Requires K8s/DevOps expertise.

Varied Requirements

Different models have different needs

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High Cost of Deployment More Models, More Cost

Linear increases in compute resources with number of models

Performance Tradeoffs

Throughput, latency tradeoffs  (more resources = costly, good perf vs. fewer resources = longer queue time, poor perf)

We Can Help

POC Playground

Lab sessions for Inception members and EDU developers.

POC Playground creates a space for you to experiment with NVIDIA’s products, SDKs and tools for existing partners and potential users.

All uses of this service will be measured and documented for KPI records.
Opening the doors for NVIDIA based/partner to experience eco-system solutions.

This service is provided FREE.

Solution Matching

A 3-7 days feasibility setup/POC project with lab off the shelf Jetson DKs & ODM HW, cameras.

Solution matching is a service allowing you to perform specific use case POC projects

  • Off the shelf, development or production ready HW that is available in the lab – Jetson DKs & ODM HW, cameras
  • We will recommend the best use of NVIDIA SW SDKs and image pipeline implementation.
  • We will create your Baseline Image Pipeline build
  • No need for performance optimization
  • 3-7 days Feasibility setup/ POC Project

Solution Optimization

  • HW & SW architecture definition for accurate deployment scenario
  • Prototype Integration
  • Best practice use of DEEPSTREAM
  • Enable Metropolis APIs & Micro services for Jetson – customer driven pipelines for SW defined NVRs/gateways
  • Profiling, Debugging and optimizing using NSIGHT
  • Use of NVIDIA’s Jetson Eco System partners

Solution Management

  • AI Enterprise services
  • Remote Management and performance monitoring
  • Seamless Upgradability with OTA Services
  • Cyber protection

For more information

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