viso.ai x Intel: Pushing Computer Vision Forward at the Edge

10 Min Read

Pc imaginative and prescient infrastructure gives a aggressive benefit to enterprises in at present’s aggressive enjoying discipline. Nevertheless, whereas the expertise itself is kind of mature, organizations nonetheless expertise roadblocks in leveraging its true worth because of the complexities of creating, deploying, and managing full-scale synthetic intelligence functions. The Viso.ai x Intel partnership is breaking down these limitations with a unified, cloud-based platform designed to carry the ability of laptop imaginative and prescient to organizations.

Viso Suite’s unified infrastructure takes the challenges related to the entire ML lifecycle head-on, making it potential for organizations to shorten the time-to-value of their laptop functions to only three days. Nevertheless, the ML lifecycle could be incomplete with out an integral step: utility deployment on state-of-the-art {hardware}.

On this article, we spotlight the collaboration between Viso.ai and Intel throughout the Intel® Associate Alliance Edge Accelerator and AI Accelerator initiatives. First, we’ll study the benefits of our partnership and observe up by discussing them within the context of the added advantages they provide to organizations.

Partnership Added Worth for Organizations

The transition from AI mannequin growth to full-scale deployment is commonly difficult for enterprises. This course of is made much more complicated when stringing collectively quite a lot of level options, every specializing in a distinct competency: optimum efficiency, scalability, or integration with current infrastructure. The viso.ai x Intel partnership addresses these challenges by offering a complete answer to carry enterprise laptop imaginative and prescient programs to life.

About us: We’re the creators of Viso Suite, an end-to-end laptop imaginative and prescient infrastructure for enterprises. With Viso Suite, ML groups can simplify all the clever utility lifecycle by managing programs in a unified interface. Thus, omitting the necessity to level options to fill within the gaps. To be taught extra about Viso Suite, e-book a demo with our group of consultants.

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Viso Suite
Viso Suite: the one end-to-end laptop imaginative and prescient platform

Let’s evaluation the ways in which our partnership helps organizations of their laptop imaginative and prescient initiatives and what organizations acquire from it:

Optimized Mannequin Deployment with OpenVINO

The Intel Distribution of the OpenVINO toolkit is a key function that dramatically simplifies laptop imaginative and prescient mannequin deployment inside Viso Suite. OpenVINO ensures excessive efficiency and scalability by optimizing deep studying mannequin effectivity on Intel {hardware}.

With Viso Suite, organizations can entry end-to-end laptop imaginative and prescient infrastructure with OpenVINO’s out-of-the-box capabilities. With this integration, ML groups can choose pre-trained, optimized AI inference fashions.

objct detection with OpenVINO and Viso Suite applied to the restaurant industry
Object detection with OpenVINO and Viso Suite utilized to the restaurant business

Benefit: Viso Suite additionally helps numerous digital cameras, comparable to surveillance cameras, CCTV cameras, and webcams. As many laptop imaginative and prescient functions require real-time processing, working and managing the system of edge units in a single interface is useful for ML groups

Profit: This makes it potential for ML groups to drastically scale back the complexity and time required to make their AI functions operational.

Enhanced Efficiency and Effectivity with Intel Processors

Intel’s processors, such because the Intel Xeon Scalable processors and Intel Movidius VPUs, deal with functions’ workloads. They’ll present the computational energy wanted for real-time knowledge processing and evaluation, making certain peak efficiency.

Benefit: Viso Suite infrastructure integrates and scales Imaginative and prescient Processing Unit (VPU) applied sciences for on-device AI inference functions. I.e., deployments could use Intel Core i3 processors with the Intel Neural Compute Stick 2 and Movidius Myriad X VPU for deep studying inference. That is all housed in sturdy and industrial-grade enclosures.

VPU expertise powers sensible programs of cameras, edge units, and AI inference with deep neural networks and laptop vision-based functions. Thus, making it superb for enterprises that should deploy AI on the edge.

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Intel movidius VPU is useful for running computer vision applications at the edge
Intel Movidius VPU, helpful processing knowledge from laptop imaginative and prescient programs on the edge – source.

Profit: Movidius VPUs, specifically, improve value and efficiency by prioritizing excessive effectivity above all else. That is achieved by combining extremely parallel programmable computing with workload-specific AI {hardware} acceleration.

Heterogeneous Computing Help

Heterogenous processing permits for organizations’ AI functions to leverage numerous Intel processors concurrently, together with:

Benefit: This parallel processing distributes AI workloads as effectively as potential, tremendously lowering the period of time it takes to function their programs.

Profit: This makes it potential for organizations to run their sensible programs successfully and reliably.

Actual-Time Edge Processing

In use circumstances comparable to clever video analytics, industrial automation, and safety functions (amongst others), organizations require rapid knowledge processing and decision-making.

computer vision surveillance security applications
Safety monitoring with laptop imaginative and prescient

Benefit: Viso Suite harnesses Intel’s edge computing capabilities for real-time processing precisely the place the info is generated.

Profit: This reduces latency and improves AI imaginative and prescient utility responsiveness.

Strong Safety and Reliability

Strong safety measures are important for the dealing with of delicate knowledge and working in industries that should abide by strict laws and pointers. I.e., HIPAA within the healthcare discipline.

Benefit: Intel {hardware} has superior safety features for menace safety and knowledge integrity, consistent with Viso Suite security requirements. Moreover, its reliability ensures that laptop imaginative and prescient and AI functions at all times run easily and constantly, whatever the surroundings.

Viso Suite:

  • Is ISO 27001 compliant
  • Is constructed on AWS, consistent with rigorous safety requirements
  • Implements automated testing and steady monitoring applied sciences
  • Makes use of a multi-layered safety strategy with numerous safeguards
  • Has a Devoted Digital Personal Cloud for every Enterprise buyer
  • Implements military-grade encryption
  • Implements in depth logging and monitoring of system and utility occasions

Profit: Organizations can relaxation assured that their knowledge is totally safe and safeguarded in opposition to cyber threats.

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safeguarding data with Viso Suite
Study extra about Viso Suite knowledge safety

viso.ai x Intel for Actual-World Pc Imaginative and prescient Options

Let’s study how a development firm might leverage Viso Suite and Intel {hardware} for security monitoring on a worksite.

Development

Development corporations should be capable to monitor the actions of all people on worksites to make sure they adhere to strict security pointers. An issue development groups typically face is knowing and managing the entry of employees into restricted areas.

By implementing a sensible monitoring system on worksites, development corporations can deploy laptop imaginative and prescient on the edge to watch employee motion in actual time. Viso Suite laptop imaginative and prescient infrastructure may be deployed to varied Intel {hardware} throughout a worksite (i.e., edge AI units and cameras).

A wise laptop imaginative and prescient system can establish when there may be an entrance into restricted areas and ship an SMS message to the location supervisor and employee on the identical second. Moreover, reviews primarily based on employee actions out and in of restricted zones may be generated for on-site data-driven insights.

We advise testing our functions web page to dive deeper into related laptop imaginative and prescient duties throughout industries.

People and machinery detection with computer vision AI
Folks and equipment detection with laptop imaginative and prescient AI

What’s Subsequent with viso.ai x Intel?

Within the subsequent viso.ai x Intel article, we’ll current how a big group within the restaurant business was capable of leverage our partnership to expertise value financial savings and improved productiveness. We’ll stroll you thru every step of the applying lifecycle, highlighting the worth introduced by Viso Suite and Intel {hardware} for the event, deployment, and administration of the pc imaginative and prescient utility.

For additional studying into Intel merchandise and options, try our different blogs:

We provide demos of Viso Suite to enterprise groups by request. To be taught extra about what our end-to-end laptop imaginative and prescient platform has to supply and discover Viso Suite, get in contact with our group of consultants.

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