October 2025
Photometric AI Vision for Edge Defect Detection in Metal Stamping
Overview AI’s photometric mode enabled high-accuracy edge defect detection on reflective stamped parts using a classifier trained on only 20 images.
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Blog & Resources
Insights, best practices, and industry trends in AI-powered manufacturing quality control
October 2025
AI Bolt & Fastener Inspection on Reflective Surfaces
Loose or missing fasteners threaten reliability in automotive and aerospace assemblies. Learn how Overview AI\
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October 2025
AI Soft-Set Detection for Press-Fit Assemblies
Soft-set press-fit defects hide deep in assemblies where sensors can\
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October 2025
AI Surface Defect Detection for EV Sensors | Overview
Learn how Overview AI helps EV and electrification suppliers detect microscopic scratches and blemishes on sensitive sensor modules using AI vision trained with only 16 images—achieving state-of-the-art accuracy under challenging lighting.
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October 2025
AI Vision for Foam Mold Clip Detection
Learn how Overview AI’s OV20i vision system achieved 100% accuracy detecting black clips inside foam molds despite resin buildup, vibration, and mold variation.
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October 2025
AI Vision for PCB Inspection & First-Pass Yield
AI vision for PCB/SMT: detect solder bridges, tombstones, and polarity errors with pose-tolerant models and edge inference that protect first-pass yield.
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October 2025
100% Accuracy AI Vision: The Real Cost of Defects
Discover how AI vision systems achieve 100% inspection accuracy, saving manufacturers millions in defect costs. Intel saves $2M annually with AI defect detection.
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October 2025
Roll Mark & Wrinkle Detection AI
Detect roll marks, wrinkles, and surface deformations in metal rolling with AI vision inspection. Prevent costly material waste and improve surface quality in steel, aluminum production.
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October 2025
Steel Strip Defect Detection AI
Detect scratches, pits, edge cracks, and surface defects on steel strips with AI-powered vision inspection. Achieve 99.9% accuracy in real-time steel manufacturing.
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October 2025
AI Weld Defect Detection 100%
Detect weld porosity, cracks, incomplete fusion, and spatter with AI vision inspection. Achieve 100% accuracy in automotive, aerospace, and heavy manufacturing welding quality control.
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September 2025
Battery Laser-Weld Defect Detection | OV80i AI Vision
Detect weld misplacement and cosmetic issues on battery tabs/sealing pins with OV80i. Flexible lenses/lighting + in-camera NVIDIA AI and browser-based training.
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September 2025
Common Tablet Defects in Pharma Manufacturing
Learn the top 12 tablet defects in pharma manufacturing—causes, prevention, and how AI-powered inspection ensures 100% accuracy.
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