How to use Video AI at the Edge Magic Pao, Director, Advantech - PowerPoint PPT Presentation

How to use Video AI at the Edge Magic Pao, Director, Advantech Industrial IOT

Industrial AI Business GAP? Edge Technical SI Domain Focused SI Customers Computing Application Field Installer Stress Testing Domain know-how SDK & Training Data Pre- Model Processing AI Box

Bring AI to the Edge Pre-built AI Models (ISV Partners) People Detection Vehicle Classification PCB Agriculture Sorting Textile AOI AOI AI Framework Service Cloud Services Model Management Code IDE Inference Engine Deploy Hyper Parameter Edge AI Computing Platform Compute Resource Mgmt. Data Pre-Processing AI Training Computing System SKY-6200 SKY-6100 SKY-6400 SKY-6420 MIC-770 AI Edge Inference System AIR-100 AIR-200 MIC-710IVA MIC-720AI MIC-730AI VEGA-320 VEGA-330

What Advantech Role is – Edge AI Computing Environmental Fits Harsh Environment Consideration Customized Design

What Advantech Role is - Edge Computing Domain Pain Point • Remote Update • Operating in Equipment • Peripherals Support (Lighting, Motion…) • Video Capture Protocol • Industrial Lifecycle Management

What Advantech Role is - Exposure Vertical Application Events Industry 4.0 & Transportation & Medical & Automation Exhibition Smart City Equipment

What Advantech Role is - Exposure Cross-Industry Link

What Edge AI Product – AI Training Computing(5G, Server) SKY-6100 1U 5xT4 SKY-6200 520 TOPS 2U 4xV100 SKY-6400 Low-latency interactions • 4U 4xV100 • Reduced bandwidth to the cloud Data privacy • SKY-642 4U 10xV100

– Edge Inference (Industries, NVR) What Edge Product Edge AI Systems AI NVR MIC-730AI Industrial Healthcare Casino MIC-730IVA MIC-720AI Logistics Traffic Monitoring Robot Guidance MIC-720IVA MIC-710AI Smart City Manufacturing Factory

What Edge Product--- Industrial AI Dev. Box Video APP DLI Input QCap Edge Inference System QDeep • HDMI/SDI/POE • Jetson Nano • Facial/Object Recognition • H.265/H.264 • Jetson TX2 • Counting/Timer • RTSP/RTMP/HLS • Jetson Xavier • Behavior/Gesture Inference/Decode/Monitor Capture/Record/Stream Identify/Analysis/Tracing JETSON XAVIER JETSON TX2 JETSON NANO 5 - 10W 7 - 15W 10 - 30W 0.5 TFLOPS (FP16) 1.3 TFLOPS (FP16) 10 TFLOPS (FP16) | 32 TOPS (INT8) MIC-710AI MIC-720AI MIC-730AI

Why Industrial AI Dev. Box? AI Training Course What they learned is What they can make… Picture source: Nvidia

Why Industrial AI Dev. Box? AI App. Developer “AI APP” Developers……

Why Industrial AI Dev. Box? AI Dev. Lab “AI + Automation” Integration…

Tech Customization Edge AI Deployment Strategy – Technology Customization Golden Process AI is Everywhere… Objective Image Data Capture • Performance (Hardware) Feasibility Study • Accuracy (DLT) Automation Installation

Cloud Edge AI Deployment Strategy Management – Cloud-based Management WISE-PaaS/AFS

Solution Ready Edge AI Deployment Strategy Edge AI Deployment Strategy – Solution-Ready Phase-1: Prepare Phase-2: PoC • Webinar • Data Pre-Processing • Hands-on DLT Training • DLT & accuracy report course • Go or No-Go • POC application Phase-3: DLT • Image Capture Setting Phase-4: DLI • Modeling, and Training • Accuracy Turning • Technical transfer • Workflow setting, and • Local Installation architecture setting • AFS Auto-Deployment(Optional)

Co-Creating the Future Co-Creating the Future of the IoT World of the IoT World