• 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.
• 16 min read
Making Sure Dog Owners Keep Streets Clean with AI
I used Roboflow to solve a public health problem. That's right, I'm referring to dog owners that don't pick up after their dogs do their business.
• 14 min read
Image Processing with OpenCV
This OpenCV tutorial will help you learn image-processing techniques from basic to advanced.
• 14 min read
Machine Vision in Manufacturing
Understand the role of Machine Vision in Manufacturing and learn how to build Machine Vision applications using Roboflow.
• 17 min read
Comprehensive Guide to Vision Transformers
Vision Transformers (ViTs) represent a groundbreaking shift in computer vision, leveraging the self-attention mechanisms that revolutionized natural language processing.
• 4 min read
How Computer Vision Supports Operators in Modern Manufacturing
Learn how you can use computer vision as an operator to reduce manual inspection load, improve product quality, and more.
• 6 min read
OpenAI o3 and o4-mini: Multimodal and Vision Analysis
Read our analysis of how OpenAI's O3 and O4-Mini models perform on a range of vision tasks.
• 5 min read
OpenAI GPT-4.1: Multimodal and Vision Analysis
Read our analysis of OpenAI's GPT-4.1 model on multimodal tasks like VQA, object detection, and more.
• 6 min read
How to Monitor Red Zones with Computer Vision
Learn how to monitor red zones for safety compliance using computer vision.
• 11 min read
Computer Vision Augmentations: An Introduction
Learn about the most common augmentations used in computer vision and when each may be useful.
• 13 min read
What Is AUC-ROC?
Understand what AUC ROC is and learn how to use it for computer vision models.
• 8 min read
What Is Document Processing AI? The Ultimate Guide
Understand what is Document AI and learn how to use Roboflow Workflows to perform Document AI related tasks.
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