Computer Vision

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.

10 Nov 2025 • 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.

10 Nov 2025 • 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.

7 Nov 2025 • 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.

6 Nov 2025 • 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.

5 Nov 2025 • 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 Nov 2025 • 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.

2 Nov 2025 • 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.

1 Nov 2025 • 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.

23 Oct 2025 • 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.

21 Oct 2025 • 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.

20 Oct 2025 • 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.

20 Oct 2025 • 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.

20 Oct 2025 • 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.

20 Oct 2025 • 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.

20 Oct 2025 • 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.