INSIGHTS

Insights

Technical observations, project progress, and public resources from industrial vision inspection work.

Solar-cell EL inspection software connected to production decisions

Technical articlesAug 05, 2026

From EL Images to Sorting Signals: Building a Closed-Loop PV Cell Inspection Workflow

Reliable solar-cell EL inspection connects image preparation, model decisions, production sorting, and quality records in one reviewable workflow.Read article

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String EL imaging reference for half-cell inspection regions

Technical articlesAug 05, 2026

Engineering Half-Cell Inspection: From Image Preprocessing to Defect Sorting

Half-cell inspection starts with stable alignment and image baselines, then combines deep learning, explicit rules, and region filters before passing decisions to sorting and quality systems.Read article

PV module appearance inspection with multi-camera imaging

Industry insightsAug 05, 2026

PV Module Inspection: How Line-Scan Imaging and AI Work Together

Large-format module inspection works best when line-scan imaging, multi-camera stitching, AI models, production recipes, and quality records are designed together.Read article