• 19 min read
YOLO Object Detection: An Introduction
Understand what is YOLO for object detection, how it works, what are different YOLO models and learn how to use YOLO with Roboflow.
• 4 min read
Launch: Manage Computer Vision Deployments with Device Manager
Learn how to use the Roboflow Device Manager to manage computer vision deployments.
• 4 min read
OpenAI o3-pro: Multimodal and Vision Analysis
Explore how OpenAI o3-pro does on a range of use cases, from defect detection to object counting to VQA.
• 15 min read
What Is Image Recognition? Algorithms and Applications
Understand what image recognition is and learn how to build intelligent image recognition applications using Roboflow Workflows, from identifying and counting objects and recognizing hand gestures to leveraging vision-language models for identifying and locating objects in images.
• 14 min read
Gesture Recognition Applications with Vision AI
Imagine controlling your computer with a simple wave of your hand–no mouse, no keyboard, just intuitive gestures. Well, with Roboflow’s computer vision and object detection capabilities, it's now easier than ever to build a tool to effectively control your OS with nothing but your hands.
• 6 min read
The Ultimate Guide to PyTorch for Computer Vision
PyTorch supports the entire machine learning lifecycle from model building and training to deployment and performance optimization. It offers native support for GPU acceleration and seamless integration with the Python data science stack.
• 5 min read
Top 5 Artificial Intelligence Courses
Explore the top five artificial intelligence courses Roboflow recommends that will equip you with practical knowledge.
• 8 min read
What Is Object Detection? How It Works and Why It Matters
In this guide, we discuss what object detection is, how it works, how to label and augment data for object detection models, and more.
• 12 min read
Fault Detection of IoT Time-Series Data using Roboflow and Multi-Channel Gramian Angular Difference Fields
Learn how to use Gramian Angular Difference Fields to transform IoT sensor data for use in training a computer vision classification model.
• 9 min read
What Is Image Classification? A Guide for Beginners
In this guide, we talk about what image classification is and what problems you can solve with image classification.
• 15 min read
AI Image Analysis
Understand what is AI image analysis and how to perform it using Roboflow Workflows.
• 10 min read
What is Mean Average Precision (mAP) in Object Detection?
What is mean average precision? How do we calculate mAP?
• 7 min read
What Is Semantic Segmentation In Computer Vision?
In this guide, learn what semantic segmentation is, how it works, and what model architectures are commonly used for semantic segmentation.
• 2 min read
Launch: Stop Training Jobs Early
Learn how to stop training jobs early on Roboflow Train.
• 10 min read
SORT Explained: Real-Time Object Tracking in Python
blog post explains how to use the SORT object tracking algorithm for real-time tracking in computer vision projects, highlighting its lightweight, efficient design and easy implementation with the Trackers library in Python.
• 12 min read
What Is Transfer Learning?
Learn what transfer learning is and how it is used in computer vision.
• 10 min read
How Does Computer Vision Work?
Computer vision is at the heart of some of the most impressive AI applications, from self-driving cars that navigate complex environments to quality control systems that can identify microscopic defects in manufacturing. But how does it actually work?
• 11 min read
Data Annotation for High-Performing Computer Vision Models
Learn all about data annotation, from what it is and how it works, to common challenges, best practices, and the tools that can streamline the process.
• 3 min read
Launch: Train Larger Models on Roboflow
Learn how to train Medium, Large, and Extra Large models with Roboflow Train.
• 6 min read
How to Measure Object Size with Computer Vision
There's more than one way to crack a nut! Or in this case, to measure one. I used the measuring block in a Workflow recently and made some interesting discoveries, as well as had some fun taking it a step further.
• 19 min read
Object Detection Metrics
Understand what key object detection metrics are. Learn why they're used and how to use them.
• 9 min read
Using Computer Vision to Develop a Robotic Arm Poker Dealer
Learn how the vision system of an acting poker dealer arm was built by the University of Manchester Robotics Society.
• 13 min read
Part Inspection Using Computer Vision
Understand what parts inspection is, and how computer vision can be used in part inspection. Learn how to build part inspection computer vision applications using Roboflow.
• 5 min read
The Ultimate Guide to TensorFlow for Computer Vision
Developed by Google, TensorFlow enables practitioners across industries to build, train, and deploy deep learning models across diverse environments and use cases.
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