Roboflow Train

19 Dec 2024 • 3 min read

Automate Game Scorekeeping with Vision AI

Introduction Cornhole is a game I like to play with my family during summer get-togethers. However, it can be hard to keep track of the score, leading to arguments and, occasionally, long-term family feuds.  By creating a computer vision model to keep track of the score, I’m hoping to

12 Dec 2024 • 4 min read

Count Objects on a Conveyor Belt Using Computer Vision

In many manufacturing environments, conveyor belts are used for transporting objects, especially small components such as bolts, nuts, or other fasteners through various stages of production. Being able to reliably count these objects in real-time improves inventory management, quality assurance, and overall efficiency. Introduction In this guide, we’ll walk

3 Sep 2024 • 3 min read

How to Draw a Bounding Box with Python

In this post, we discuss how to use the Roboflow supervision library to draw and fill a bounding box in Python.

1 Sep 2024 • 11 min read

What is Active Learning? The Ultimate Guide.

In this guide, we discuss what active learning is, types of active learning, and walk through an example of active learning in practice.

14 Aug 2024 • 7 min read

How to Build a Reading Assistant with AI

Readers can face trouble when encountering new, unfamiliar words. With advancements in computer vision, we can develop innovative solutions that can aid readers in overcoming these hurdles. 0:00 /0:05 1× In this article, we cover how to use object detection and optical character recognition (OCR) models to create

16 Jul 2024 • 8 min read

What is the Open Images Dataset? A Deep Dive.

The Open Images Dataset was released by Google in 2016, and it is one of the largest and most diverse collections of labeled images. Since then, Google has regularly updated and improved it. The latest version of the dataset, Open Images V7, was introduced in 2022.  Globally, researchers and developers

5 Jul 2024 • 5 min read

How to Use GPT-4 To Extract Handwritten Text from Images

This guide walks you through the process of building, training, and deploying a custom computer vision workflow using OpenAI and Roboflow. The process is broken down into three steps: * Building the model * Connecting the model to a Workflow * Writing code to get the outputs 0:00 /0:07 1× Through

28 Jun 2024 • 19 min read

How to Monitor Productivity with Eye Tracking

Focusing is hard. In recent years, the amount of distractions available to us has been increasing, and we often lose track of how much we are distracted. To help myself stay engaged, I created a project that accurately tracks how many times I'm distracted in a certain period

8 May 2024 • 14 min read

Predicting the Optimal Connect 4 Move with Computer Vision

In this blog post, our goal is to explore the intersection of computer vision and game theory through the lens of a familiar classic: Connect 4. We'll be crafting an application that uses computer vision to recognize Connect 4 pieces on the board and employs the minimax algorithm

21 Mar 2024 • 8 min read

What is OpenCV? A Guide for Beginners.

Learn what OpenCV is, what you can do with OpenCV, how OpenCV performs on various tasks when run on CPU vs. GPU, and more.

29 Feb 2024 • 5 min read

How to Use YOLO-World With Active Learning to Train a Custom Model

In this guide, we demonstrate an approach where we can start using the benefits of YOLO-World now, while simultaneously collecting data to train a faster custom model later.

23 Feb 2024 • 9 min read

How to Train YOLOv9 on a Custom Dataset

Learn how to train a YOLOv9 model on a custom dataset.

22 Feb 2024 • 6 min read

Launch: Train and Deploy YOLO-NAS Models on Roboflow

Learn how to train a YOLO-NAS model on Roboflow and host the model on your own hardware.

16 Feb 2024 • 5 min read

How to Use Multiple Models to Label Datasets with Autodistill

In this guide, we cover the benefits of and how to combine multiple models in order to automatically label a dataset of images.

6 Feb 2024 • 7 min read

How to Train an Ultralytics YOLOv8 Oriented Bounding Box (OBB) Model

Learn how to train a YOLOv8 Oriented Bounding Boxes model with a dataset labeled on Roboflow.

10 Jan 2024 • 8 min read

How to Train a Custom Ultralytics YOLOv8 Pose Estimation Model

In this guide, we walk through how to train a custom YOLOv8 pose estimation model with your own dataset.

5 Jan 2024 • 6 min read

Launch: Label, Train, Deploy Support for Keypoint Detection Models in Roboflow

Learn how to label data for and train keypoint detection models using Roboflow.

20 Oct 2023 • 5 min read

How to Use FastViT

In this guide, we talk about what FastViT is and show how to experiment with FastViT using the autodistill-fastvit wrapper.

9 Oct 2023 • 7 min read

Train a Computer Vision Model with AWS Rekognition Custom Labels

In this guide, you will learn how to train a computer vision model using AWS Rekognition Custom Labels.

9 Oct 2023 • 6 min read

Label a Computer Vision Dataset with Azure Custom Vision

In this guide, you will learn how to label a dataset in Azure Custom Vision for use in training a computer vision model.

6 Oct 2023 • 8 min read

Train a Computer Vision Model with Azure Custom Vision

In this guide, you will learn how to train a computer vision model using Azure Custom Vision.

28 Sep 2023 • 7 min read

Train a Computer Vision Model with Vertex AI

In this guide, you will learn how to train a computer vision model with Vertex AI. You will also learn how to deploy an endpoint to test your model.

31 Aug 2023 • 8 min read

Label Data, Train, and Deploy a Vision Model in One Command

In this guide, we show how to use the Autodistill command line interface to label data for, train, and deploy a computer vision model.

28 Aug 2023 • 7 min read

What is Mask2Former? The Ultimate Guide.

In this guide, we discuss what Mask2Former is, how the model works, and how Mask2Former performs on various computer vision tasks.