• 15 min read
SAM 3D: Introduction
Understand what is SAM 3d and learn how to use SAM 3D + Roboflow to generate synthetic data and train a computer vision model.
• 10 min read
What Is Promptable Concept Segmentation (PCS)?
Discover the concept of Promptable Concept Segmentation (PCS), how is it compares with other segmentation tasks such as semantic, instance, and panoptic, and the SAM 3 architecture, data and training infrastructure that makes PCS possible.
• 8 min read
How to Fine-Tune Segment Anything 3 (SAM 3) on a Custom Dataset
Learn how to fine-tune SAM-3 for image segmentation with a custom dataset.
• 5 min read
Launch: Use Segment Anything 3 (SAM 3) with Roboflow
Today, we are introducing new tools powered by Segment Anything 3 (SAM 3) that significantly change how people build computer vision applications.
SAM 3 is a powerful vision foundation model that detects, segments, and tracks objects in images and videos based on prompts. See our detailed SAM 3 model overview
• 10 min read
What Is Segment Anything 3 (SAM 3)? Segment Anything with Concepts
Learn what SAM 3 is, what you can do with the model, see examples of SAM 3 in use, and learn how you can use the model.
• 9 min read
How to Train an RF-DETR Segmentation Model with a Custom Dataset
Learn how to train an RF-DETR Segmentation model with a custom dataset.
• 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.
• 9 min read
Best iOS Object Detection Models
Explore the best iOS object detection models: RF-DETR, YOLO11, and MobileNet SSD. Learn how to train, quantize, and deploy vision AI on iOS.
• 13 min read
How Much Training Data Do You Need to Train a Computer Vision Model?
Discover how to find the right amount of training data for your computer vision project. Learn how dataset size, balance, and annotation quality impact model accuracy.
• 5 min read
Microsoft Azure AI Custom Vision Alternative: How to Migrate to Roboflow
This guide shows how to easily migrate from Azure Custom Vision to Roboflow.
• 14 min read
Best Pose Estimation Models
Pose estimation is transforming how we understand human movement, powering everything from fitness tracking and sports analytics to healthcare rehabilitation. This guide explores the best pose estimation models, and shows how to deploy them efficiently across mobile, edge, and cloud environments.
• 4 min read
How to Deliver Better Consumer Experiences with Vision AI
Vision AI is transforming how drivers interact with their vehicles, turning static owner’s manuals into dynamic, camera-powered experiences. Learn how Ogily built the Audi Reader.
• 4 min read
How to Build Factory Robots with Vision AI
Learn how to build adaptive factory robots with Vision AI. See how Almond trained robots that identify, sort, and automate complex tasks.
• 30 min read
Best Mobile Object Detection Models
Discover some of the best mobile object detection models, and how to easily build iOS app with Roboflow iOS SDK.
• 5 min read
Scientific Research AI: Unlocking Visual Data
AI is transforming scientific research by automating the slowest parts of discovery: collecting, labeling, and analyzing data. At the Field Museum, researchers used vision AI to digitize 13,500 insect specimens in weeks, showing that with the right tools, decades of work can happen in days.
• 7 min read
Top Data Labeling Solutions
Accurate data labeling is essential for training machine learning models. This guide explores top data labeling platforms, key features to consider, and pros and cons so you can choose the right tool for building better AI.
• 7 min read
How to Build Real-Time Eye Tracking in the Browser
Learn how to build a real-time, privacy-preserving gaze tracker using MediaPipe FaceMesh and TensorFlow.js.
• 12 min read
Best Object Detection Models in 2025
Object detection has entered a new era in 2025. Next-generation models are combining transformer efficiency and real-time speed to power breakthroughs in automation, robotics, and visual intelligence across every industry. See the best models.
• 4 min read
YOLO26 Release Preview: What to Expect
YOLO26 brings faster CPU inference, small-object accuracy, and edge optimization to the YOLO family. See how it stacks up against today’s leading computer vision models.
• 9 min read
Industrial Inspection Solutions
Modern manufacturing runs on precision, and computer vision is redefining what’s possible on the factory floor. See how AI-powered inspection systems detect and act on defects in real time.
• 2 min read
How to Use Roboflow Batch Processing on Images Stored in AWS S3
Learn how to integrate Roboflow Batch Processing with AWS S3 to run large-scale image inference efficiently. This step-by-step guide shows how to process 100k+ images at a lower cost.
• 2 min read
How to Use Roboflow Batch Processing on Images Stored in Azure Blob Storage
Learn how to integrate Roboflow Batch Processing with Azure Blub Storage to run large-scale image inference efficiently. This step-by-step guide shows how to process 100k+ images at a lower cost.
• 2 min read
How to Use Roboflow Batch Processing on Images Stored in Google Cloud Storage (GCS)
Learn how to integrate Roboflow Batch Processing with Google Cloud Storage to run large-scale image inference efficiently. This step-by-step guide shows how to process 100k+ images at a lower cost.
• 4 min read
Hands-On with NVIDIA DGX Spark: World’s Smallest Supercomputer Meets World’s Smallest Datacenter
On Wednesday, October 15, 2025, NVIDIA will start shipping the DGX Spark, a next-generation hardware platform for developers to create and test AI applications locally. Built on the NVIDIA Grace Blackwell GB10 Superchip, NVIDIA DGX Spark combines NVIDIA GPUs, CPUs, 128GB of unified memory and ConnectX networking in a small
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