AOI Inspection with AI Inference System

Mar 14, 2019

IEI monthly news

 

AOI Inspection with AI Inference System

AOI Inspection with AI Inference System

Automated optical inspection (AOI) is an automated visual inspection of printed circuit board manufacture where a camera autonomously scans the device under test for both catastrophic failure (e.g. missing component) and quality defects (e.g. fillet size or shape or component skew). It is commonly used in the manufacturing process because it is a non-contact test method. During the manufacturing process, defects could be introduced and harmful to the quality. It is necessary to classify the defects detected by AOI machine appropriately especially killer defects. The higher accuracy to classify defects, the less cost spent on review and repair station. It is implemented at many stages through the manufacturing process including bare board inspection, solder paste inspection (SPI), pre-reflow and post-reflow as well as other stages.

Deep Learning & Edge Computing Transform
AOI Defeat Classification

AOI Defeat Classification workflow

AOI inspection -2


IEI AOI Inspection with Intel® OpenVINO™ toolkit

IEI AOI Inspection with Intel® OpenVINO™ toolkit

Product Selection

AI Training Server

GRAND-C422-20D

- Specifications
- Product News
- Video [English] [Chinese]

F/W, VPN

PUZZLE-IN002

- Specifications 
Product News
- Video [English][Chinese]

Router, L/B

PUZZLE-IN001

- Specifications 
Product News
- Video [English][Chinese]

GRAND-C422-22DAI training server system PUZZLE-IN002 Network appliance PUZZLE-IN001 Network appliance

Gateway

DRPC-130-AL

Specifications 
Product News
- Video [English] [Chinese]

Gateway

ITG-100

Specifications 
Product News
- Video [English] [Chinese]

Core Switch

RSW-24-4GCO-L2

- Specifications

DRPC-130-AL embedded system

ITG-100 compact size embedded system RSW-24-4GCO-L2 rackmount ethernet switch

AI Inference System

TANK AIoT Developer Kit

- Specifications
- Product News
- Video [English] [Chinese]

AI Inference System

FLEX-BX200-Q370

- Specifications
- Product News
- Brochure
- Video [English] [Chinese]

Enterprise Storage

QNAP NAS TVS-1282

- Specifications
- Brochure

tank-aiot-develop-kit FLEX-BX200 AI embedded system

QNAP NAS TVS-1282

New Products

PUZZLE-A002 | Network Appliance

  • AMD R-Series RX-421ND quad-core 2.1 GHz processor
  • 2 x DDR4 2400MHz Non-ECC UDIMM, up to 32 GB
  • Support 6 x GbE RJ45 via BROADCOM BCM 5720
  • 1 x RJ45 Console, 2 x USB 3.1 Gen 1 (5Gb/s), 2 x USB 2.0, LCM
  • 1 x PCIe x8, 2 x 2.5” SATA drive bay, 1 x PCIe mini, 1 x SD slot
  • Support two PCIe x4

- Specifications - Product News - Brochure

- IEI PUZZLE series introduction|Empowering Next Generation Network Appliance [English] [Chinese]

PUZZLE-A002 | Network appliance

iSwitch Series | Industrial Ethernet Switch

Including:

  • IIoT Wireless 4G LTE Router
  • Industrial Cellular PoE Routing Switch
  • Industrial Cellular Wi-Fi Boost PoE Routing Switch
  • Outdoor IEEE 802.11a/n Wireless AP
  • Rugged L2/L3 PoE Switch
  • Rackmount Ethernet Switch

- Catalog

iSwitch Series | Industrial Ethernet Switch

News

Press Release

- IEI X Smart eCare Create A New-Generation Smart Healthcare Solution

- IEI POCm-W24C-ULT3 Medical Panel PC Won an iF DESIGN AWARD 2019

Event News

- AIMEX 2019 in Seoul, Korea, Coming Soon!

Video

- IEI Case Study|Parking System Management [English] [Chinese]

- IEI x Smart eCare|Intel® MRS Integrative Data Acquisition System for Medical Care [English] [Chinese]

- IEI AFOKAR-08A|Next Gen in vehicle Panel PC [English] [Chinese]

Case Study

- Surgical Imaging

- Parking Management

- Tour Coach Surveillance

Resource

 
catalog White Paper Case Study newsroom
Product Notice : PCN/EOL/TN/PDD