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Hardware & Software Development

All in one in-house

Technology Solution

Overview


Hardware & Software

In-house technology 

development



We develop hardware, firmware, AI vision, and 

optical technologies in-house, enabling high precision
inspection and fast customer-specific customization.

Core Capabilities & Technology


Full-stack in-house development translates directly 

into competitive benefits for our customers.

Software (Vision & Image Test) 


· AI Deep Learning 

· AVS (Anti-Vibration Solution)

· 2D/3D Inspection Software
· Image Test Algorithm

· Active Align Algorithm

∙ SFR / EIAJ Focusing Algorithm

∙ Vision Recognition & Inspection Algorithm


Hardware (High-end Hardware)


 ∙ USB3.0 & Pcle x4 / x16 Image Grabbing Logic

 ∙ High Accuracy Open/Short/Leakage Signal Test

 ∙ Gigabit Ethernet Camera 

 ∙ LED Light Source & UV Curing System 

 ∙ VCSEL CNT 4ch.(SMU+DMM) & TEC 

 ∙ Feedback Linear / Step Motor & Robot

 ∙ High Speed, Load, Durability Gonio Stage

 ∙ High precision, Reliability of result Laser Auto Collimator

 ∙ Space efficiency, Compact light source for vision system



Why In-House 

Makes the Difference

From design to delivery, every component software and hardware alike is developed by a single integrated team,

ensuring seamless compatibility, faster response, and uncompromised quality at every stage.

Core Hardware Development


In-house hardware development covers PCB design, sensor integration, power architecture and mechanical structures, 

enabling tighter control over cost, reliability and system performance.

Integrated Software Platform


AI inspection, equipment control and MES communication are developed as one software platform, allowing fast adaptation to new products and process conditions.


Rapid Development Response


Because core technologies are internalized, prototype validation, field feedback and mass-production changes 

can be handled quickly without waiting on external vendors.

Application Area

Where our automation 

technology is applied 

2D/3D Inspection Software

We provide an inspection solution that integrates complex shape inspection, precision measurement 

of height, step, and dimensions, and multi-angle scan quality inspection, all performed on a single platform, based on 3D laser measurement data.


AI Deep Learning (Rule-Based)

Rule-based inspection alone has limitations in reliably detecting all defect types. HyVISION learns and evaluates inspection criteria through AI deep learning, delivering the most stable inspection strategy by combining rule-based inspection with AI in a hybrid approach.


Hardware R&D 

From initial hardware design to final development, every stage 

is handled entirely by HyVISION's in-house engineering team. 

Circuit design, PCB layout, mechanical structure, and sensor integration are all developed and verified internally. This 

end-to-end ownership ensures seamless compatibility between hardware components and delivers consistent precision across 

all inspection and automation systems.


Anti-Vibration Solutions (AVS)

Input Shaping technology reduces robot structural vibrations by over 90%, delivering precision and system stability. Vibration suppression extends product lifespan while maximizing production efficiency. Vibration measurement, tuning, and motion profile configuration are all managed within a single integrated

software platform, no separate coding required.  


Contact Us

Solution Implementation Inquiry

Please inquire about setting up a smart device automation line.

CONTACT