Start a Project ↗Image processing + machine vision
EngVance develops image processing and machine vision solutions for inspection, identification and product workflows. We connect the image, the analysis and the surrounding system—from an early feasibility study to an integrated system.
FROM IMAGE TO APPLICATION
Start with what you need to see, measure or distinguish. We consider image quality, the available samples and the operating constraints together, so the processing approach fits the application and its next development stage.
Prepare images for consistent analysis through enhancement, noise reduction, geometric correction and region extraction. Segmentation and feature analysis turn pixels into structured information for inspection and identification. We define the useful output around your task, whether that is a location, a count, a category or a region for review.
Develop methods to locate and classify objects, count components, check assembly completeness and identify visible anomalies. Conventional image processing and trained models are evaluated against representative samples. Acceptance criteria, difficult examples and uncertain results are considered alongside the normal operating conditions.
Read product identifiers from images and connect them with traceability or inventory records. Work can include locating multiple codes, extracting their contents and passing structured results to an application. Image quality, code size, viewing angle and unreadable-code handling are part of the evaluation.
Connect image acquisition, processing and result handling into a usable workflow. Build operator interfaces, image review tools, result logs and application interfaces around the vision function. Coordinate cameras, triggering, device communication and deployment requirements with the wider equipment or product system.
MAKE THE RESULT VISIBLE
A useful result connects the image to a clear next step: identify a part, review an unexpected region or pass an identifier to another system.
A fixture with parts in defined positions.
Part locatedPosition to review
APPLICATIONS
The scope starts with the task and the evidence available to evaluate it.
Check whether expected components are present, locate features and flag visible differences for review. Define the inspection decision using representative acceptable and unacceptable examples.
Read barcodes or QR codes and associate the decoded identifiers with products, batches or inventory events. Route incomplete or unreadable results to an agreed review step.
Group images by defined categories or count objects within a scene. Record useful results alongside the source image so operators can review exceptions and refine the workflow.
HAVE A PRODUCT IDEA OR ENGINEERING CHALLENGE?