Blog
Welcome to the viso blog — our central destination for the latest updates, stories and industry news about visual deep learning and computer vision.

What is Overfitting in Computer Vision? How to Detect and Avoid it
An easy-to-understand guide about why overfitting leads to poor model performance. How to detect overfitting and strategies to reduce it.
Latest Stories

Computer Vision Model Performance Evaluation (Guide 2023)
How to evaluate models, measure model accuracy and performance, and how to different compare computer vision models effectively.

Active Learning in Computer Vision – Complete 2023 Guide
Active learning is a powerful technique to improve the efficiency of machine learning algorithms. Learn how it works with practical use cases.

Autoencoder in Computer Vision – Complete 2023 Guide
Learn about the latest autoencoder models and how they work. Discover different types of autoencoders and their real-world applications.

AI Can Now Create Ultra-Realistic Images and Art from Text (2023)
With just a text description, AI can generate art or even photorealistic images. Explore the most powerful AI image generators.

Deep Reinforcement Learning: How It Works and Real World Examples
Easy-to-understand guide about Deep Reinforcement Learning. How it works, examples, and real-world applications of AI based decision-making.

Vision Transformers (ViT) in Image Recognition – 2023 Guide
Vision Transformers (ViT) brought recent breakthroughs in Computer Vision achieving state-of-the-art accuracy with better efficiency.

What is OpenVINO? – The Ultimate Overview in 2023
How to use OpenVINO for computer vision applications. Real-world use cases, limitations, and best practices in 2023.

Computer Vision Model Performance Evaluation (Guide 2023)
How to evaluate models, measure model accuracy and performance, and how to different compare computer vision models effectively.

Why Computer Vision Projects Fail (and How to Succeed)
It’s only a matter of time until computers will surpass human vision. However, Computer Vision projects often fail due to the pitfalls of the real-world use of Computer Vision and visual AI in general.

What Is Edge Computing? A Practical Overview
Edge Computing moves computing from the cloud to the network edge. On-device real-time data processing enables new applications.

Edge Computing for Computer Vision: Reasons Why Cloud Is Not Enough
Learn why edge computing is essential to computer vision processes and what it does for computer vision applications.

Intel Neural Compute Stick 2 – AI Vision Accelerator Review
Learn about the AI accelerator Intel Neural Compute Stick 2 (NCS) and how it enables on-device AI Interference for Computer Vision.
About the viso blog
Computer Vision Expertise
The viso blog provides a wide range of visual examples, animations and videos to showcase the power of visual AI. We cover real-world use cases of Computer Vision and surprising case studies about businesses using AI vision.Â
The Latest Industry news
Our goal is to make it easier for professionals, beginners and AI enthusiasts to find resources around AI vision and visual deep learning technology. We cover state-of-the-art computer vision software, algorithms and hardware.
Company and Product
The viso blog is powered by viso.ai – the company behind the Computer Vision platform Viso Suite. The blog is designed to grow and change as we do, so as we introduce new products and technologies you can follow us and find all the latest news here.