Computer & Machine Vision

We build systems
that see.

Custom vision pipelines built on machine learning and traditional algorithms — detection, segmentation, classification, OCR, measurement, and whatever the application demands. Deployed on the hardware your operation already trusts.

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Platform expertise

Industrial machine vision inspection system with ring-lit cameras over a PCB
Traditional Machine Vision

Precision industrial inspection, measurement, and guidance

Machine learning instance segmentation output on a street scene
Machine Learning Solutions

Real-time object detection, classification, and segmentation

Machine & Computer Vision

End-to-end vision engineering — from system consulting, camera selection, and lighting strategy through software development, deployment, and production tuning.

ByteSight brings years of successfully deployed custom image processing pipelines to every engagement. We don't prototype and walk away — we build systems that run reliably in production.

01

Cognex PC-Based Vision

Full-stack programming and integration using Cognex Designer, VisionPro, and EtherInspect for industrial inspection, guidance, and measurement on high-throughput lines.

02

Keyence Vision Systems

Configuration, programming, and deployment of Keyence vision systems and sensors — including LJS laser profilers, IV4 smart cameras, and the broader CV/XG controller families.

03

Ultralytics YOLO & RoboFlow

Custom model training with Ultralytics YOLO for real-time object detection, classification, segmentation, and tracking. Dataset management and annotation workflows via RoboFlow.

04

Camera Calibration & Image Processing

Custom intrinsic and extrinsic camera calibration routines, lens distortion correction, stereo calibration, and hand-crafted image processing pipelines tailored to your exact imaging conditions.

05

Machine Vision Libraries

Your application drives the toolchain. We draw from OpenCV, Halcon, MVTec, and the broader ecosystem to select whatever best solves your specific problem.

06

System Design & Consulting

Mechanical and optical system design consulting — camera and lens selection, lighting strategy, field-of-view analysis, and full system architecture from concept through validation.

Industry 4.0 Integration

Machine vision is one piece of the industrial stack. ByteSight also builds custom applications that connect CNC controllers, PLCs, and vision systems — from standalone machine data integrations to fully coordinated production pipelines mixing all three.

Fanuc Focas 2

Custom integration programming using Fanuc's Focas 2 API — connecting CNC machine data, alarms, program management, and real-time status to your vision or production systems.

Okuma ThincAPI

Application development on the Okuma OSP platform using ThincAPI — enabling direct machine communication, data extraction, and process automation on Okuma CNC equipment.

Allen Bradley PLC Communications

Integration programming for Rockwell Automation Allen Bradley PLCs — reading and writing tags, triggering vision routines, and exchanging production data over EtherNet/IP.

Siemens PLC Communications

Communication integration with Siemens S7-series PLCs using standard industrial protocols — enabling coordinated control between vision systems and Siemens automation infrastructure.

Certified Expertise

Industry-recognized credentials from the Association for Advancing Automation.

Certified Vision Professional

Basic

A3 — Association for Advancing Automation

Certified Vision Professional

Advanced

A3 — Association for Advancing Automation

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