• 36 min read
Ultimate Guide to Albumentations
Understand what is Albumentations library and learn how to use it for image augmentation with code examples.
• 6 min read
How to Deploy RF-DETR to an NVIDIA Jetson
Learn how to deploy RF-DETR to a Roboflow Jetson.
• 21 min read
Video Annotation: Get Started Guide
Understand video annotation using Roboflow and learn how to annotate video dataset using Roboflow and best practices for video annotation.
• 4 min read
What Is ResNet-18?
ResNet-18 remains one of the most practical and influential models in deep learning, especially in image classification.
• 3 min read
Roboflow Powers AI Progress with $1M+ in Research Support
Excited to share a new milestone today: we just passed $1M+ in credits given to researchers and academics who use Roboflow. This isn’t a future initiative we’re planning or one that starts today. We’ve been deeply invested in supporting new work by students, academics and researchers for
• 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.
• 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.
• 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.
• 15 min read
AI Image Analysis
Understand what is AI image analysis and how to perform it using Roboflow Workflows.
• 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.
• 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.
• 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.
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