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 &
Magic Pao, Director, Advantech Industrial IOT
Industrial AI Business GAP?
AI Box Data Pre- Processing SDK & Training Model Domain know-how Stress Testing Field Installer Application
Edge Computing Technical SI Domain Focused SI Customers
Pre-built AI Models
(ISV Partners)
Cloud Services
AI Training Computing System AI Edge Inference System
People Detection Vehicle Classification PCB AOI Agriculture Sorting Textile AOI
Code IDE Hyper Parameter Data Pre-Processing Model Management Inference Engine Deploy Compute Resource Mgmt.
AI Framework Service SKY-6100 SKY-6200 SKY-6400 SKY-6420 AIR-100 AIR-200 MIC-710IVA MIC-720AI VEGA-320 VEGA-330 MIC-770 MIC-730AI
Bring AI to the Edge
Edge AI Computing Platform
What Advantech Role is – Edge AI Computing
Environmental Fits
Harsh Environment Consideration Customized Design
What Advantech Role is - Edge Computing
Domain Pain Point
What Advantech Role is - Exposure
Industry 4.0 & Automation Exhibition Transportation & Smart City Medical & Equipment
Vertical Application Events
What Advantech Role is - Exposure
Cross-Industry Link
SKY-6100 1U 5xT4 SKY-6200 2U 4xV100 SKY-6400 4U 4xV100 SKY-642 4U 10xV100
What Edge AI Product
– AI Training Computing(5G, Server)
What Edge Product
Edge AI Systems AI NVR
Industrial Healthcare Traffic Monitoring Robot Guidance Manufacturing Factory MIC-730AI MIC-720AI MIC-710AI MIC-730IVA MIC-720IVA Casino Logistics Smart City
– Edge Inference (Industries, NVR)
What Edge Product--- Industrial AI Dev. Box
QCap Edge Inference System QDeep
MIC-710AI MIC-720AI MIC-730AI
Capture/Record/Stream Inference/Decode/Monitor Identify/Analysis/Tracing
JETSON NANO JETSON TX2 JETSON XAVIER
5 - 10W 0.5 TFLOPS (FP16) 7 - 15W 1.3 TFLOPS (FP16) 10 - 30W 10 TFLOPS (FP16) | 32 TOPS (INT8)
Video Input DLI APP
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…
Edge AI Deployment Strategy
– Technology Customization
Objective Feasibility Study
Automation Installation Image Data Capture
Golden Process
AI is Everywhere…
Tech Customization Edge AI Deployment Strategy
– Cloud-based Management WISE-PaaS/AFS
Cloud Management Edge AI Deployment Strategy
– Solution-Ready
Edge AI Deployment Strategy
Phase-1: Prepare
course
Phase-2: PoC
Phase-3: DLT
architecture setting
Phase-4: DLI
Co-Creating the Future
Co-Creating the Future