• 2 min read
Launch: Claude Fable 5 available in Roboflow
Claude Fable 5, Anthropic's most capable model, is now available in Roboflow Workflows and the Roboflow Playground.
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
• 4 min read
Roboflow Advances Defect Detection Pipeline for Manufacturers with Synthetic Data Powered by NVIDIA Physical AI
SUMMARY
Roboflow and NVIDIA have integrated synthetic data generation into the Roboflow platform for manufacturing defect detection, combining the NVIDIA Defect Image Generation skill, the Cosmos world foundation model, and NVIDIA Isaac Sim to generate photorealistic, physics-consistent defect images from a small set of real examples. In a benchmark
• 3 min read
Launch: 300+ OpenRouter models available in Roboflow
SUMMARY
Roboflow's OpenRouter integration adds a single Workflow block that routes to any of 300+ VLMs, including every major commercial model and a broad selection of open-source options, without requiring separate auth, request adapters, or retry logic for each provider. Practical patterns this enables inside Roboflow Workflows
• 7 min read
Vision Token Counts: What does it cost to process an image with a frontier vision model?
Understand the cost, per-provider tokenization rules, and a comparison across image sizes for Claude, GPT, and Gemini.
• 2 min read
Roboflow Ranked #9 AI Product in G2’s 2026 Awards
SUMMARY
Roboflow ranked ninth on G2's 2026 Best Software Awards list, the only computer vision platform in the top ten alongside OpenAI, ElevenLabs, Canva, and Notion. The ranking is based entirely on verified user reviews across 18,312 evaluated products, and reflects growing enterprise adoption of Vision AI
• 4 min read
Inference 1.0: Foundational Infrastructure for Visual Understanding
SUMMARY
Roboflow Inference 1.0 is a modular, multi-backend execution engine built to run vision models at enterprise scale across cloud and edge hardware. The 1.0 release adds automatic backend selection across ONNX, PyTorch, and TensorRT, so the server picks the best runtime for the underlying hardware without
• 3 min read
Vision AI Trends 2026: Top Use Cases Across 10 Global Industries
SUMMARY
Roboflow's Vision AI Trends 2026 report analyzes 200,000 projects across more than a million engineers and half the Fortune 100 to provide a ground-truth picture of how enterprises are deploying Vision AI in production. The standout finding is that the most competitive organizations are not
• 12 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.
• 4 min read
Launch: Train and Deploy YOLO26 with Roboflow
SUMMARY
Roboflow platform support for YOLO26 covers the full workflow from labeling and training to deployment. The model's edge-optimized architecture, which removes Non-Maximum Suppression for end-to-end predictions and introduces the MuSGD optimizer, can be deployed via Roboflow Inference on CPU or GPU hardware. Dataset
• 6 min read
Launch: Use Segment Anything 3 (SAM 3) with Roboflow
SUMMARY
Roboflow has integrated SAM 3, Meta's foundation model for Promptable Concept Segmentation, across every major part of its platform, covering the Playground for interactive testing, the inference API, edge and private-cloud deployment, Roboflow Workflows for building production pipelines, and the Label Assist annotation tool for accelerating
• 3 min read
Roboflow Named Leader in Image Recognition Software
We’re proud to announce that as of November 2025, Roboflow has been ranked the #1 Image Recognition product on G2.
• 4 min read
Launch: Verified Model Metrics
SUMMARY
Model evaluation scores are not always comparable across providers because teams use different test sets, confidence thresholds, and calculation methods, which makes selecting models for production unreliable. Roboflow Verified Model Metrics addresses this by calculating mAP using open-source COCO Evaluation methodology from the Supervision library on independent test
• 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.
• 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.
• 6 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
• 6 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.
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