Latest Posts

9 Jun 2025 • 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.

1 Jun 2025 • 5 min read

Top 5 Artificial Intelligence Courses

Explore the top five artificial intelligence courses Roboflow recommends that will equip you with practical knowledge.

30 May 2025 • 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.

30 May 2025 • 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.

30 May 2025 • 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.

30 May 2025 • 15 min read

AI Image Analysis

Understand what is AI image analysis and how to perform it using Roboflow Workflows.

30 May 2025 • 10 min read

What is Mean Average Precision (mAP) in Object Detection?

What is mean average precision? How do we calculate mAP?

30 May 2025 • 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.

29 May 2025 • 2 min read

Launch: Stop Training Jobs Early

Learn how to stop training jobs early on Roboflow Train.

27 May 2025 • 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.

23 May 2025 • 12 min read

What Is Transfer Learning?

Learn what transfer learning is and how it is used in computer vision.

23 May 2025 • 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?

22 May 2025 • 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.

22 May 2025 • 3 min read

Launch: Train Larger Models on Roboflow

Learn how to train Medium, Large, and Extra Large models with Roboflow Train.

21 May 2025 • 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.

16 May 2025 • 19 min read

Object Detection Metrics

Understand what key object detection metrics are. Learn why they're used and how to use them.

9 May 2025 • 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.

7 May 2025 • 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.

7 May 2025 • 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.

1 May 2025 • 4 min read

What Is AutoML?

Building powerful machine learning models traditionally requires a deep understanding of data processing, algorithms, tuning hyperparameters, deploying models, and many more steps. All these complexities led us to the idea of AutoML or Automated Machine Learning. Whether you are new to machine learning or a developer looking to streamline the

25 Apr 2025 • 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.

24 Apr 2025 • 14 min read

Image Processing with OpenCV

This OpenCV tutorial will help you learn image-processing techniques from basic to advanced.

22 Apr 2025 • 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 Apr 2025 • 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.