Computer & Machine Vision
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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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.
Full-stack programming and integration using Cognex Designer, VisionPro, and EtherInspect for industrial inspection, guidance, and measurement on high-throughput lines.
Configuration, programming, and deployment of Keyence vision systems and sensors — including LJS laser profilers, IV4 smart cameras, and the broader CV/XG controller families.
Custom model training with Ultralytics YOLO for real-time object detection, classification, segmentation, and tracking. Dataset management and annotation workflows via RoboFlow.
Custom intrinsic and extrinsic camera calibration routines, lens distortion correction, stereo calibration, and hand-crafted image processing pipelines tailored to your exact imaging conditions.
Your application drives the toolchain. We draw from OpenCV, Halcon, MVTec, and the broader ecosystem to select whatever best solves your specific problem.
Mechanical and optical system design consulting — camera and lens selection, lighting strategy, field-of-view analysis, and full system architecture from concept through validation.
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.
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.
Application development on the Okuma OSP platform using ThincAPI — enabling direct machine communication, data extraction, and process automation on Okuma CNC equipment.
Integration programming for Rockwell Automation Allen Bradley PLCs — reading and writing tags, triggering vision routines, and exchanging production data over EtherNet/IP.
Communication integration with Siemens S7-series PLCs using standard industrial protocols — enabling coordinated control between vision systems and Siemens automation infrastructure.
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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