Latest Posts

16 Dec 2024 • 9 min read

How to Implement Distributed Work at Your Company: A Starter Guide

An easy, quick guide to implementing distributed work at your company - a model that allows companies to hire globally, foster in-person connections, and create a culture of collaboration.

16 Dec 2024 • 3 min read

Launch: Find Similar Images to Expand Vision Datasets

Learn how to find similar images to use in your new computer vision datasets.

13 Dec 2024 • 6 min read

Putting the New M4 Macs to the Test

Apple's new M4 chips deliver massive performance gains in computer vision, with up to 3x the speed of the M1 Max. Benchmarks using Roboflow's tools highlight the M4's dominance in real-time object detection and segmentation, driven by SME hardware enhancements. The future of AI just got faster!

13 Dec 2024 • 16 min read

Label Inspection with Computer Vision

Learn how to build a system to inspect the quality of labels using computer vision.

13 Dec 2024 • 3 min read

Launch: Dedicated Deployments

When you deploy a computer vision model, you may want to have a dedicated server, or several servers, to which you can route requests to your vision model. This is ideal for workflows where you are processing images from a client (i.e. a web application), recorded videos, and more.

12 Dec 2024 • 4 min read

Count Objects on a Conveyor Belt Using Computer Vision

In many manufacturing environments, conveyor belts are used for transporting objects, especially small components such as bolts, nuts, or other fasteners through various stages of production. Being able to reliably count these objects in real-time improves inventory management, quality assurance, and overall efficiency. Introduction In this guide, we’ll walk

10 Dec 2024 • 13 min read

How to Fine-tune PaliGemma 2

Learn how to fine-tune PaliGemma 2 to extract data from an image in JSON format.

10 Dec 2024 • 5 min read

Launch: Fine-Tune Florence-2 for VQA with Roboflow

Learn how to fine-tune Florence-2 for visual question answering (VQA) using Roboflow.

9 Dec 2024 • 5 min read

Edge vs. Cloud Deployment: Which is Right for Your AI Project?

Learn what edge and cloud deployment are and how to evaluate which is best for your AI projects.

6 Dec 2024 • 3 min read

Launch: Use Your Webcam in Roboflow Workflow Previews

Learn how to use your webcam to preview computer vision Workflows created in the Roboflow Workflows web interface.

4 Dec 2024 • 9 min read

Solar Roof Measurement with Computer Vision

Learn how to measure roof surface area from aerial imagery to understand how many solar panels can be put on a specific house.

4 Dec 2024 • 11 min read

Using Computer Vision to Assess Bouldering Performance

Learn how I built a system to assess my bouldering skills using computer vision.

3 Dec 2024 • 5 min read

Launch: Label Multimodal Datasets with Roboflow

Learn how to label multimodal data with Roboflow for use in fine-tuning models like GPT-4o and Florence-2.

26 Nov 2024 • 8 min read

What is Object Detection? The Ultimate Guide [2025]

In this guide, we discuss what object detection is, how it works, how to label and augment data for object detection models, and more.

26 Nov 2024 • 5 min read

What is Instance Segmentation? A Guide. [2025]

We are excited to release support for instance segmentation projects on Roboflow. Instance segmentation allows your computer vision model to know the specific outline of an object in an image, unlocking new use cases for Roboflow in your application.

26 Nov 2024 • 12 min read

Camera Focus in Computer Vision: A Guide

Learn the ways to measure camera focus and how to calculate camera focus using Variance of Laplacian, the Brenner function, and the Tenengrad function.

25 Nov 2024 • 9 min read

Video Object Counting: A Step-by-Step Guide

Learn how to count objects in videos using OpenCV, YOLOv8, and the Roboflow supervision Python package.

19 Nov 2024 • 4 min read

We Raised $40M to Invest In Enterprise and Open Source Vision AI

At Roboflow, our mission is to make the world programmable. We’ve raised an additional $40 million to continue building the open source tools, platform, and community so developers and enterprises can deploy computer vision applications to production.

19 Nov 2024 • 7 min read

How to Deploy Florence-2 with Intel Emerald Rapids

Learn how to deploy the Florence-2 foundation multimodal model on Intel Emerald Rapids CPU devices.

13 Nov 2024 • 18 min read

What is Phrase Grounding?

Phrase grounding connects language and vision by mapping phrases to specific regions in an image, enabling AI to interpret visuals with greater context and accuracy.

13 Nov 2024 • 7 min read

How to Fine-Tune SAM-2.1 on a Custom Dataset

Learn how to fine-tune the Segment Anything 2.1 (SAM-2.1) model on a custom dataset.

7 Nov 2024 • 1 min read

Roboflow is now available in Google Cloud Marketplace

Streamline procurement, deployment, and billing for Google Cloud customers building vision solutions with Roboflow.

6 Nov 2024 • 5 min read

What is YOLOv11? An Introduction

Learn what YOLO11 is, the tasks for which you can use the YOLO11 architecture, and how to start using YOLO11.

5 Nov 2024 • 7 min read

Computer Vision Use Cases in Sports

Learn how computer vision is used in sports from football to F1 for a wide range of use cases.