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How to Build a Reading Assistant with AI

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

How to Monitor Productivity with Eye Tracking

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

Predicting the Optimal Connect 4 Move with Computer Vision

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

How to Verify Label Placement on Packages

6 Feb 2024 • 6 min read

How to Verify Label Placement on Packages

Learn how to build a system to verify label placement on packages using computer vision.

How to Label Outdoor Surveillance Data for Computer Vision Models

11 Jan 2024 • 3 min read

How to Label Outdoor Surveillance Data for Computer Vision Models

In this guide, learn how to effectively label outdoor surveillance data for use in training computer vision models.

How to Label Image Data for Computer Vision Models

5 Jan 2024 • 6 min read

How to Label Image Data for Computer Vision Models

This guide discusses what image labeling is and how to effectively label images for use in training computer vision models.

How to Moderate Video Content

1 Dec 2023 • 5 min read

How to Moderate Video Content

Learn how to use the Roboflow Video Inference API to moderate video content.

How to Provide Detailed Labeling Instructions to Outsourced Labelers

3 Nov 2023 • 4 min read

How to Provide Detailed Labeling Instructions to Outsourced Labelers

In this guide, we walk through a few tips and best practices showing how to provide detailed, useful labeling instructions to outsourced labelers.

How to Use Label Studio to Annotate Images

6 Oct 2023 • 6 min read

How to Use Label Studio to Annotate Images

In this guide, we discuss what Label Studio is, some of the main features offered in Label Studio, and how to upload and annotate images in Label Studio.

Automated Labeling for Images Organized in Folders

28 Aug 2023 • 7 min read

Automated Labeling for Images Organized in Folders

In this guide, we show how to use a nested folder-based structure to automatically label images with Autodistill.

Improve Accuracy: Polygon Annotations for Object Detection

19 Jul 2023 • 5 min read

Improve Accuracy: Polygon Annotations for Object Detection

In this blog post, we will explore how you can improve your object detection model performance by converting your bounding box annotations to polygon annotations. We will also discuss the use of augmentations with polygon annotations and using pretrained weights to further boost performance. By the end of this post,

5 Best Image Annotation Tools in 2023

30 Mar 2023 • 6 min read

5 Best Image Annotation Tools in 2023

Explore the top five image annotation tools you can use to label data for your next computer vision project.

What is CVAT (Computer Vision Annotation Tool)?

21 Mar 2022 • 7 min read

What is CVAT (Computer Vision Annotation Tool)?

Learn how to annotate images in CVAT, an open-source, web-based tool for labeling data for object detection, segmentation, classification, and other tasks.

VoTT for Image Annotation and Labeling

27 Jul 2020 • 6 min read

VoTT for Image Annotation and Labeling

A guide on using VoTT to label your own computer vision dataset.

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