• 5 min read
SmolVLM2: Multimodal and Vision Analysis
Read our analysis of how SmolVLM2 performs on a range of multimodal vision tasks.
• 6 min read
Moondream 2: Multimodal and Vision Analysis
Read our analysis of how the multimodal Moondream 2 model performs on a range of vision tasks.
• 4 min read
Computer Vision Trends Report 2025
In our new report "Trends in Vision AI 2025," we delve into the key insights shaping the exciting field of computer vision, and explore how enterprises are successfully deploying vision AI to solve real-world challenges.
• 6 min read
Top Multimodal Models: A Complete Guide
Read our guide to the best multimodal vision models for use in tasks like OCR, object detection, and image classification.
• 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
Cohere Aya Vision: Multimodal and Vision Analysis
Learn how Cohere Aya Vision performs on a series of qualitative multimodal task evaluations.
• 7 min read
GPT-4.5 Multimodal and Vision Analysis
Read our analysis of how GPT-4.5 performs on multimodal vision tasks like VQA and object detection.
• 15 min read
What is a Foundation Model? An Introduction.
Learn how to use Foundation Models in Roboflow Workflows to interpret image and video.
• 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.
• 4 min read
OpenCV Color Spaces and Conversion: An Introduction
Learn how to convert data from the default BGR OpenCV color space to RGB, HSV, and more.
• 16 min read
How to Improve the Accuracy of Your Computer Vision Model: A Guide
Read our tips on how to improve your computer vision model, guided by our experience helping hundreds of businesses train models.
• 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
Launch: Use YOLOv12 with Roboflow
Learn how to label data for, train, and deploy YOLOv12 models with Roboflow.
• 5 min read
How to Train a YOLOv12 Object Detection Model on a Custom Dataset
Learn how to train a YOLOv12 object detection model on a custom dataset.
• 5 min read
Parallel Inference Requests with Roboflow
Learn how to make parallel inference requests to the Roboflow Hosted API and to a Roboflow Dedicated Deployment.
• 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
• 7 min read
How to use Llama 3.2 Vision for OCR
Learn how to use Llama 3.2 Vision block in the Roboflow Workflows to extract text from images.
• 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.
• 3 min read
How to Integrate Roboflow with Ignition with OPC UA
Learn how to integrate Roboflow Workflows with Ignition.
• 7 min read
OpenAI o3-mini: Vision and Multimodal Features
Read our analysis of how OpenAI's O3 Mini model performs on various computer vision tasks.
• 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.
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