• 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.
• 11 min read
Using Computer Vision to Assess Bouldering Performance
Learn how I built a system to assess my bouldering skills using computer vision.
• 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.
![What is Object Detection? The Ultimate Guide [2025]](/content/images/size/w640/2024/04/image-1056.webp)
• 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.
![What is Instance Segmentation? A Guide. [2025]](/content/images/size/w640/2023/08/what-is-instance-seg.jpg)
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 2 min read
Launch: Quickly Label Images with Few-Shot AI Prompting
Utilize few-shot learning and visual prompting to significantly speed up computer vision data annotation tasks.
• 7 min read
Computer Vision Use Cases in Robotics
Learn how computer vision can be used in robotics.
• 7 min read
Computer Vision Manufacturing Use Cases: A Guide
Learn how computer vision can be used in manufacturing.
• 7 min read
Computer Vision Logistics Use Cases: A Guide
Learn how computer vision can be used in logistics for warehouse automation, automated sorted and packaging, quality control, and more.
• 8 min read
How to Become a Computer Vision Engineer
Learn what a computer vision engineers and explore the skills you need to become a computer vision engineer.
• 16 min read
What is Feature Matching?
Learn what feature matching is and what algorithms are used for feature matching, with reference to code examples.
• 17 min read
What is Image Contouring?
Learn what image contouring is and how to use OpenCV to calculate image contours.
• 12 min read
What is YOLOv8? A Complete Guide
YOLOv8 is a computer vision model architecture that you can use for object detection, segmentation, keypoint detection, and more.
• 10 min read
How to Use Your GPU in a Docker Container
Learn how to use your GPU in a Docker container and measure upir application's performance.
• 7 min read
AWS Lookout for Vision Migration
Learn how to migrate data from AWS Lookout for Vision and train new classification and segmentation models.
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