• 9 min read
What Is Industry 4.0? Smart Factories and The Fourth Industrial Revolution
Imagine a factory floor where machines think, see, and communicate. What you’re picturing is Industry 4.0 - and it’s arrived.
Blog
Trevor Lynn
Trevor leads Marketing at Roboflow. He focuses on sharing insights from Roboflow customers to inspire the broader AI community and help advance visual AI.
Latest Posts by Trevor Lynn
• 11 min read
Computer Vision Applications
Computer vision applications are reshaping industries across the globe, enhancing efficiency, safety, and quality in ways that were previously unimaginable.
• 11 min read
What Is A Computer Vision Platform?
Computer vision platforms play a crucial role in simplifying this process by offering tools and services that streamline the development pipeline.
• 4 min read
Multimodal Benchmark Datasets
When new multimodal models come out, they need to be tested on reliable benchmarks to see how well they perform across different tasks. Today we'll share some of the best multimodal benchmark datasets you can use to evaluate new models.
• 5 min read
What Is Edge AI And How Does It Work?
By running models "at the edge," companies can benefit from high performance, fast decision making, reduced cloud costs, and enhanced security.
• 12 min read
Different Types of AI Models and How to Use Them
Discover an overview of AI models, highlighting how they are trained, deployed, and used across different domains. Understanding the core concepts and how to use these models is essential for leveraging AI's full potential.
• 5 min read
AI in Farming: 5 Ways Computer Vision Is Transforming Agriculture
Every year, pests destroy about 40% of global agricultural productivity, costing the industry over $70 billion. But thanks to advancements in computer vision, farmers can now identify and eliminate these destructive pests with precision, boosting crop yields and protecting profits
• 5 min read
Computer Vision Software
Computer vision is the ability for a computer to see and understand the physical world. With computer vision, computers can learn to identify, recognize, and pinpoint the position of objects — driving real change in the real world.
• 15 min read
50 Computer Vision Examples and Real-World Applications
In this guide, we break down 50 practical use cases where businesses are deploying computer vision today.
• 4 min read
AI For Office Supply Retailers
Discover the ways AI can save time and drive revenue for office supply retailers.
• 4 min read
Workplace Safety AI: Detect Hazards
By proactively identifying hazards, monitoring equipment health, and ensuring compliance with safety protocols, computer vision helps facilities reduce risks, prevent costly incidents, and optimize overall operational efficiency.
• 7 min read
Top Free Research Datasets
Successful research and data science projects begin with quality datasets. Here is a collection of the top free and open research datasets.
• 8 min read
Best Computer Vision Tools
Explore a variety of the best computer vision tools that meet a mix of needs within the space.
• 8 min read
What is Computer Vision? Comprehensive Guide [2025]
Learn about computer vision and how you can use it to solve problems.
• 3 min read
Computer Vision for Automotive Manufacturing
Automotive manufacturing is a unique, competitive, and complex segment within the manufacturing industry which requires continually improving processes using the latest technology to gain market share. The industry is going through rapid changes and automotive manufacturers are undergoing modernization efforts to increase overall equipment effectiveness, reduce cost of quality, and
• 10 min read
PaliGemma: An Open Multimodal Model by Google
PaliGemma is a vision language model (VLM) developed and released by Google that has multimodal capabilities. Learn how to use it.
• 10 min read
GPT-4o: The Comprehensive Guide and Explanation
Learn what GPT-4o is, how it differs from previous models, evaluate its performance, and use cases for GPT-4o.
• 3 min read
Using Computer Vision to Create AR Experiences
This blog post is contributed by Hart Woolery, Founder and CEO, 2020CV.
Introduction
I’ve always been fascinated by special effects in movies and video games. My career took an interesting turn in 2017 when I began experimenting with OpenCV to potentially land a job in the field of Computer
• 9 min read
Blue Eco Line Reduces River Pollution with Roboflow and Intel Sapphire Rapids
Introduction
Over 150 million tons of plastic lie in the planet's oceans, with studies finding that only 20% of plastic waste at sea is linked to maritime activities. The remaining 80% of waste reaches the sea through rivers.
Blue Eco Line works with local government organizations to monitor
• 5 min read
NeurIPS 2023 Papers Highlights
NeurIPS 2023, the conference and workshop on Neural Information Processing Systems, took place December 10th through 16th. The conference showcased the latest in machine learning and artificial intelligence. This year’s conference featured 3,584 papers that advance machine learning across many domains. NeurIPS announced the NeurIPS 2023 award-winning papers
• 4 min read
Distilling GPT-4 for Classification with an API
In this guide, learn how to distill GPT-4V to train an image classification model.
• 11 min read
Improving Vision Model Performance Using Roboflow & Tenyks
This is a guest post with Jose Gabriel Islas Montero (ML Engineer and Evangelist at Tenyks), and Dmitry Kazhdan (CTO & Co-Founder at Tenyks)
Introduction
When improving an object detection model, many engineers focus solely on tweaking the model architecture and hyperparameters. However, the root cause of mediocre performance often
• 7 min read
Roboflow Computer Vision Models on Intel® 4th Generation Xeon Processors
With the rise of large language models (LLM’s), people often forget about the vast, important world of computer vision. This world is evolving at an unprecedented pace, driven by advancements in hardware and AI models, just as with LLM’s.
In this three-part blog post, through the Intel Disruptor
• 9 min read
Scaling up ViT Image Classification on Gaudi2 HPUs
Training large image transformers comes with heavy compute requirements - enter the Gaudi2 from Habana Labs, an Intel company.
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