SolVisionCase Study

Optoelectronics

Digitizing Machine Dashboards

AI-powered OCR of dashboard readings

Gas levels in Optoelectronics

In optoelectronics, manufacturing polarizers require evenly distributed film layers which is achieved by having consistent gas levels. Monitoring compression parameters during gas production is key to improving yield.

Limitations of traditional machinery

Traditional gas monitoring machines and equipment feature dashboards that display readings but these often lack a digital interface and prevent data from being uploaded quickly to a digital monitoring system, slowing down the manufacturing process. 
Limitations of traditional machinery

Traditional gas monitoring machines and equipment feature dashboards that display readings but these often lack a digital interface and prevent data from being uploaded quickly to a digital monitoring system, slowing down the manufacturing process. 

Optical Character Recognition with SolVision

Bridging machine vision and robotics, SolVision uses AI image analysis to perform Optical Character Recognition (OCR), which converts information from traditional machines into legible digital data that can be immediately processed. This helps facilitate a smoother real-time data transfer and enables efficient monitoring in case of abnormal production scenarios.

Digitization with OCR

1. Industrial camera shoots 2D images

2. Optical character recognition obtains numericals and coordinates

3. Digital information output

Related Posts

  • AI Defect Detection for Spiral-Surfaced Metals

    Small, spiral-surfaced metal parts can be inspected using SolVision’s Instance Segmentation tool to learn the different types of cut marks or collision faults from sample images, then building an AI model to recognize these subtle defects.
    SolVisionAutomotiveCase StudiesManufacturingMetal Processing

  • IV Bag Classification Using AI

    SolVision enables IV bag classification, streamlining sorting processes and ensuring greater accuracy. Explore our advanced AI-based inspection solution.
    SolVisionCase StudiesClassificationPharmaceuticals and Medical

  • Inspecting Packaged Semiconductor Chips

    The Anomaly Detection tool uses deep learning technology to teach the AI model sample images of “perfect” wafers.
    SolVisionCase StudiesDefect DetectionQuality/Safety InspectionSemiconductors

  • Visual Inspection of Semiconductor Carrier Trays

    Automated defect detection with artificial intelligence. Visual Inspection of Semiconductor Carrier Trays.
    SolVisionCase StudiesDefect DetectionSemiconductors