Roboflow Blog

29 Dec 2025 • 7 min read

Spatial Intelligence

As AI systems move beyond screens and into the physical world, understanding three-dimensional space becomes essential. This article explains spatial intelligence: how AI builds world models, reasons about depth and motion, and moves from recognizing images to acting reliably in real environments.

29 Dec 2025 • 3 min read

Roboflow Rapid Advanced Annotation Control

The fastest way to build vision models just got even better. When we launched Roboflow Rapid, we set out to eliminate the weeks of manual labeling that traditionally stood between an idea and a deployed model. With text prompts, you could go from concept to custom detector in minutes. Rapid

26 Dec 2025 • 2 min read

Launch: Advanced Enterprise Security Features

The Enterprise team at Roboflow is focused on helping large organizations collaborate to build cutting-edge vision models and applications. We've released more customizable security and access features to give enterprises granular control of Roboflow. Custom Role-based Access Controls (RBAC) The default RBAC roles in Roboflow cover a lot

22 Dec 2025 • 4 min read

AI for Live Video: Introducing the Serverless Streaming API

Today we are announcing the Serverless Video Streaming API, the simplest way to run AI on live video streams. Previously, using AI to understand live video streams meant managing complex cloud infrastructure or configuring local hardware. The Serverless Video Streaming API removes those barriers, allowing you to run powerful vision

16 Dec 2025 • 6 min read

How to Monitor and Improve AI Models in Production

Learn how to monitor a model in production, and improve its performance.

16 Dec 2025 • 5 min read

How to Build and Run an Aimbot

Learn how to build and run an aimbot using computer vision.

11 Dec 2025 • 8 min read

Dock Door Utilization Tracking with Vision AI

Learn how to detect occupied vs. empty docks, read door numbers with OCR, and export clean JSON and CSV for real-world time and usage studies.

11 Dec 2025 • 12 min read

Machine Vision Lighting Types

Good lighting is the foundation of any machine-vision system. This guide explains how different lighting types, filters, and deployment choices shape image quality.

10 Dec 2025 • 14 min read

AI for Aerial Imagery: RF-DETR Delivers Best-in-Class Speed and Accuracy

Learn how models like RF-DETR deliver better accuracy when analyzing aerial imagery, and find out how computer vision is transforming operations across various sectors, including energy, industrial infrastructure, and defense.

10 Dec 2025 • 10 min read

How to Build a Vision App with Claude and Roboflow

Turn simple detections into intelligent, automated systems. Learn how to build a real-world vision workflow using Roboflow and Claude 4.5 Sonnet to track objects on a conveyor belt and store results in a live database.

10 Dec 2025 • 5 min read

How to Fine-Tune Claude 3.7 Sonnet With Roboflow

Claude 3.7 Sonnet is one of the most powerful multimodal models for visual reasoning, and now you can customize it for your use case with Roboflow Workflows. Learn how to fine-tune Sonnet for structured JSON outputs and deploy a production-ready visual Q&A tool.

10 Dec 2025 • 17 min read

Best Defect Detection Algorithms for Manufacturing

This guide breaks down the best defect detection algorithms for manufacturing and shows why instance segmentation is now the standard for high-precision quality control.

9 Dec 2025 • 4 min read

Introducing Roboflow Rapid: Text prompt to vision model in minutes

For most of computer vision's history, training has been extremely challenging. Going from an idea to a deployed application meant spending weeks labeling hundreds or thousands of images by hand just to see if a concept would work. Now the era of manual labeling is ending. Today, we

8 Dec 2025 • 12 min read

Vision AI Camera Calibration Guide

Learn what camera calibration is, and see how to calibrate a camera step by step with Roboflow.

1 Dec 2025 • 12 min read

Vision Transformer vs. CNN for Object Detection

This guide explains how CNNs and ViTs differ, when to use each, and how to train and compare them directly inside Roboflow so you can choose the best architecture for your detection task.

1 Dec 2025 • 7 min read

No-Code Computer Vision Tools & Platforms: Beginner's Guide

Anyone can now build production-ready vision systems without writing a line of code. This guide breaks down the top no-code and low-code platforms, their strengths and tradeoffs, and how to choose the right one for your workflow.

25 Nov 2025 • 15 min read

Meta 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.

19 Nov 2025 • 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.

19 Nov 2025 • 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.

19 Nov 2025 • 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

19 Nov 2025 • 12 min read

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.

14 Nov 2025 • 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.

13 Nov 2025 • 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.

13 Nov 2025 • 15 min read

Explore the Best Depth Estimation Models

Depth estimation gives machines a 3D understanding of the world. See today’s leading depth estimation models, and learn how to run Depth Anything V2 inside Roboflow Workflows.