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Image Analysis Blog

Welcome to our Image Analysis blog for business and technology leaders!

Here, we discuss how image analysis is applied in real-world business and operational scenarios — from automation and quality control to safety, healthcare, and analytics. With 36 years of experience in software development, image analysis consulting and development since 2013, and data science and AI services since 1989, we know what works in production, not just in labs. You’ll find practical insights into common challenges of image analysis, ways to improve model accuracy and reliability, and approaches to deploying image-based solutions that scale and deliver measurable results.

Aliaksei Verkhaturau

Aliaksei Verkhaturau

A new breakthrough in image segmentation makes computer vision more accurate

Image Analysis

A new breakthrough in image segmentation makes computer vision more accurate

A new segmentation technique significantly improves the accuracy of image analysis algorithms.

Aliaksei Verkhaturau

Aliaksei Verkhaturau

Machine vision to detect solar panel defects

Image Analysis

Manufacturing IT

Machine vision to detect solar panel defects

Image-based methods are successfully used for inspecting PV modules both in the production line and in the field.

Oleg Chudakov

Oleg Chudakov

Building trust with computer vision AI

Image Analysis

Artificial Intelligence

Building trust with computer vision AI

Machine learning is successfully used for image analysis, but the existing algorithms are black boxes. Perhaps, science can remedy the situation.

Aliaksei Verkhaturau

Aliaksei Verkhaturau

Why use cameras for barcode scanning in logistics

Image Analysis

Transportation & Logistics IT

Why use cameras for barcode scanning in logistics

Image analysis revolutionizes logistics, as image-based barcode readers steadily outperform laser and LED-based scanners.

Darya Yafimava

Darya Yafimava

A promising future of automated optical inspection in PCA quality control

Image Analysis

A promising future of automated optical inspection in PCA quality control

Image analysis methods are developing intensively to fulfill the requirements for machine vision systems used in printed circuit assemblies’ quality inspection

Lola Koktysh

Lola Koktysh

Trick or Treat: Using CNNs in medical image analysis for automated diagnostics

Healthcare IT

Image Analysis

Trick or Treat: Using CNNs in medical image analysis for automated diagnostics

We overview cases of using CNNs for medical image analysis and automated diagnostics, touching upon limitations in their adoption.

Darya Yafimava

Darya Yafimava

Wine analysis automation: Outlining the challenges of grape inspection

Image Analysis

Manufacturing IT

Wine analysis automation: Outlining the challenges of grape inspection

Winemaking resists technology, but has to adapt. Here are 6 challenges that keep grape growers and wineries from buying into machine vision.