Machine Vision & AI Realizes Automated Inspection in - - PowerPoint PPT Presentation
Machine Vision & AI Realizes Automated Inspection in Manufacturing Moderator: Ethan Huang, IIoT Advnatech Panelist 1: Yuki Tominaga, Phoxter (Japan) Panelist 2: Neil Chen, IIoT Advantech Panelist 3: Jesse Chen, CEO SmaSoft (Taiwan) Dec,
Dec, 2019 IIoT Advantech
Moderator: Ethan Huang, IIoT Advnatech Panelist 1: Yuki Tominaga, Phoxter (Japan) Panelist 2: Neil Chen, IIoT Advantech Panelist 3: Jesse Chen, CEO SmaSoft (Taiwan)
Co-Creation
共创
Co-Creation
共创
Machine Vision Solution AI Vision Inspection Solution
2018 2H
2019 2Q 2019 4Q 2019 3Q 2019 4Q 2020
CCJV
Automotive 19% Packaging 17% Semicon 15% Electronics 8% Pharmaceutical 6% Glass 5% Metal 5% Wood 4% Other Manufactuing 10% Non Manufaturing 11% US$1.6bn
US$2bn
US$160mn US$400mn US$120mn
CAGR: 7.8% 2016-2020
US$680mn US$600mn US$800mn US$440mn US$320mn
Processing
Alignment; inspection
Assembly
Guidance; Gauge, Verification
Inspection & Testing
Identification; Defect Inspection
Packaging
Identification; Guidance
Logistics
Identification; Guidance
Future Manufacturing Applications:
1) Structured data extraction, Gauge, Coordinated Pattern Recognition => Machine Vision Solution 2) Randomized image Recognition => AI Inspection Solution
Agenda
Dec, 2019 Yuki.Tominaga, Phoxter
Health, Labour and Welfare Ministry Japan https://www.mhlw.go.jp/english/wp/wp-hw3/dl/j1_05.pdf Report from Tsukubabank https://www.tsukubabank.co.jp/corporate/info/monthlyreport /pdf/2016/03/201603_11.pdf
Increase of wage Labor shortage, Education cost
Make more money/Save money
– speed up the production – reduce the number of inspectors in the production line – improve quality; by categorizing defects and feedback the result to production
Protect their own brand
– prevent outflow of defective products to the market – execute reliable inspection
What the users really want to do with Machine Vision?
VisionNavi
Industries
Beverages Machine parts Medical Semiconductor Food Electric parts PWB assembly Logistics
Applications
Measurement Find defects/flaw/spot/etc. OCR Code reading, 1D/2D
More features for various situation
AOI solutions! People with inspection problems Phoxter has solutions for AOI, but no sales link to the people who need them
Dec, 2019 Neil.Chen, IIoT Machine Vision, Advantech
Electronics Manufacturing Process Major MV Application Product
PCB/SMT/DIP Assembly Quality Assurance Packaging Logistics Inspection Identification Inspection (High Growth) Device Platform Device Platform Vision Sensor Vision System, Vision Sensor, ID Reader
Source: AIA Online Marketing, 2019 Reference: Bernstein analysis, 2017
Guidance (High Growth)
Industry Stationary Retail/Industry Handheld Retail Handheld
Reuse Expensive tag Dimension Stable Low price Reliable High Price Multi-code, OCR
Edge Computing
Cloud Service Optics Partner Field Device
HMI, SCADA
1D Code 2D Code O.C.R O.C.V
Wireless Sensor Module Gateways Vision sensor I/O & DAQ Devices Automation PCs Intelligent HMI Compact IPC
Value Claim/ Ecosystem Whole Process Material/Finish Good/Assert
DFSI Optics, Use Case Online Evaluation Evaluation Kit Virtual Machine Trial Test
Integrate optics(Lens, Lighting), duplicate use case Upload images, feasibility study On site demo, verify result
Service Network
Advantech Confidential & Internal Use Only
Identification: 1D/2D code Gauge/Alignment Present/Counting Segmentation Classification Verification
Rule Base Deep Learning
O.C.R/Defect Detection
Dec, 2019 Jesse.Chen, SmaSoft
1.Overview, Architecture 2.Selling point
Agenda
With the emergence of industrial 4.0 brings a tidal wave of smart manufacturing and with this, in contrast to past production line focusing on hardware performances, the current age of smart manufacturing focuses more on hardware software system integration. It is no coincidence that Smasoft’s expertise and focus has been the system integration, both hardware and software, of an automation
National Instruments (NI), and Smasoft’s proprietary SmaSEQ, that allows users to easily integrate robotic arm controls, automated optical inspection (AOI) algorithms using industrial cameras, and even AI model inferencing all without any prior programming experience.
Solve your automation problems
Developing an automated manufacturing system requires highly- trained professional software engineers who, often need a significant amount of time and effort to train; Hence, with a software integration platform like SmaSEQ, one would be able to automate any production line applications without any programming experience, which would surely increase the working productivity and efficiency, and significantly shorten the training/educating time-span required for an automation software engineer.
We are the Automation solution supplier
Unlike the traditional production lines in which different hardware have distinct software and programming languages,
product
complete design and compilation for the entire industrial automation process as a total solution, which offers many advantages such as ease-of- use when compared with solutions made up of
independent equipment; This greatly speeds up hardware integration and software development process, and also greatly enhances production performance.
Automation Modules Multi- Threads Place notes
Scheduling Schedule Functions Easy-To-Use setting
Standalone AI Model Trainer
AI Defect Inspection
High-speed AI inference A high-speed and high-accuracy AI solution Distr trib ibuted AI AI stru ructu ture re Simultaneously run multiple AI models cost-effectively
Data Collection
NVIDIA T4 Advantech
Model Deployment
SmaAI Trainer Training IPC
MIC-770+ MIC-75G20
Vision Motion Robot DIO
DeepStream
… … … … … …
GPU IPC w TensorRT
Model 1
GPU IPC w TensorRT
Model 1
GPU IPC w TensorRT
Model 1
MIC-730AI
Daily Check
NG OK
Labeled data Upload Data & Re-training Task
4
Marketplace
Public Cloud
Smasoft SRP
Camera / Ruled-base AOI MIC-770
Subscribe
1
Model Update
5
Edge AI System MIC-730AI
Model Deploy
2
OK image
Operate/QA
Result
rd part
Detectable defect:
Dark crack Missing angle Poor soldering Missing material dislocation
Smasoft software platforms have been approved by various partners; and with partners’ support, we can supply more innovative and diverse solutions to our customers.
S T E P 0 1
I m a g e A c q u i s i t i o n
S T E P 0 2 C l a s s D e f i n i t i o n S T E P 0 3
A I T r a i n i n g
S m a A I T r a i n e r S m a A I
T r a i n i n g C o u r s e S m a A I T r a i n e r
SmaAcQ SmaAITrainer
S m a A I
SmaAI Knowledge Base Example Project Classroom Training Online Training WISE-PaaS/AFS
M a r k e t i n g S u m m a r y L i v e D e m o s
T r a i n i n g M a t e r i a l s W e b i n a r
Co-Creation
共创
Co-Creation
共创
2018 2H
2019 2Q 2019 3Q 2019 4Q
Welcome to join us
2020 CCJV