• 17 min read
Monitor Movement in Retail Stores with Computer Vision
In this article, we walk through how to monitor movement in areas of a retail store using computer vision
• 4 min read
Launch: Collaborative Annotation Updates
Roboflow’s Collaborative Annotation
[https://blog.roboflow.com/annotation-workflow/] and Label Only User
[https://blog.roboflow.com/labeler-access/] features have helped over 100,000
users annotate more than 100 million images and today we are excited to share
new updates that will help teams speed up their annotation and data
• 6 min read
What is Semi-Supervised Learning? A Guide for Beginners.
In this post, we discuss what semi-supervised learning is and walk through the techniques used in semi-supervised learning.
• 7 min read
Computer Vision Assisted Structural Damage Inspection Using Drones
In this post, Timothy Malche walks through how to inspect structural damage with computer vision and drones.
• 2 min read
Launch: Roboflow Notebooks Repo Integration with SageMaker Studio Labs
Learn how to use notebooks in the Roboflow Notebooks repository with AWS SageMaker Studio Lab.
• 3 min read
Launch: Roboflow Integration with Ultralytics HUB
Ultralytics, the creators of YOLOv5, and Roboflow now support an integration making it easier to import YOLOv5 models from HUB to Roboflow, export datasets to Ultralytics HUB from Roboflow, and use custom trained model weights for model-assisted data labeling in Roboflow.
This integration builds on the established relationship of Roboflow
• 4 min read
Track Football Players with Computer Vision
In this post, we use a YOLOv5 detection model and state-of-the-art tracker ByteTRACK to track football players.
• 7 min read
Preventing Accidents on Construction Sites with Computer Vision
In this article, we discuss how a community member built a system to prevent accidents on construction sites.
• 8 min read
Studying Links Between Litter and Socio-Economic Factors with Computer Vision
In this post, we talk about a report that studies links between litter and socio-economic factors with help from computer vision.
• 3 min read
Roboflow Changelog: November 2022
Each month, we share a recap of product and company updates. In this post, we detail Roboflow's updates from November 2022.
• 7 min read
What is a Segmentation Mask? An Introduction.
In this guide, you will learn how to create segmentation masks with the results of a computer vision model hosted on Roboflow.
• 6 min read
Top 6 Environment Datasets for Computer Vision Projects
In this article, we highlight six open-source datasets you can use to solve various problems related to the environment with computer vision.
• 5 min read
📸 Roboflow 100: A Multi-Domain Object Detection Benchmark
Roboflow 100 (RF100) is a crowdsourced object detection benchmark. The dataset consists of 100 datasets, 7 imagery domains, 224,714 images, and 829 class labels with over 11,170 labeling hours.
• 13 min read
Turn Analog Dials into Digital Data with Computer Vision
In this article, we discuss how to turn information displayed on analog dials into digital data.
• 8 min read
What is a Confusion Matrix? A Beginner's Guide.
In this guide, we discuss what a confusion matrix is and how to use them to evaluate the performance of a computer vision model.
• 6 min read
5 Hobbyist Computer Vision Project Ideas
This article discusses five ideas of projects you could build to help you learn about computer vision.
• 15 min read
Monitoring My Caffeine Intake with Computer Vision
In this post, learn how to build a tool that monitors how many cups of tea or coffee you drink in a day.
• 5 min read
How to Use RPA to Supercharge Computer Vision Applications
Learning outcomes 💫
By the end of this blog post, you should be able to...
* Understand what RPA is and how it is useful
* Know how to integrate a Power Automate flow via webhook
* Use a Power Automate flow to send an email report
What is Robotic Process Automation (RPA)?
Robotic
• 5 min read
Using Computer Vision to Save Sea Lions
What is causing the sea lion population to decrease? Is it illegal hunting? Is it shark and killer whale predation? Or maybe it’s overfishing, causing the sea lions to starve? Researchers want to determine the root cause.
This article describes the use of computer vision to help the conservation
• 4 min read
Use Docker to Deploy Computer Vision Models
💡Ready to deploy a vision model? Roboflow Inference, the server that powers millions of inferences on the Roboflow platform, is now available as an open source project.
See the Quickstart to get started.
When we talk about Deep Learning (DL), we often focus on new SOTA models and how they
• 5 min read
Launch: Roboflow Command-line Interface
The Roboflow CLI will improve workflows and the ability to use Roboflow when
building computer vision applications.
You can use the new Roboflow CLI to access information about your workspaces and
projects, upload images and annotations, and perform inference directly from
your command line.
Install the Roboflow CLI
To get
• 5 min read
Top 6 Gaming Datasets for Computer Vision Projects
Today's article will show you the top 6 gaming datasets from Roboflow Universe
[https://universe.roboflow.com/browse/gaming] to help provide inspiration for
using video games or real world games with computer vision applications.
Using computer vision with gaming can lead to entirely new experiences:
* Gaming automation:
• 5 min read
Top 7 Sports Datasets for Computer Vision Projects
Computer vision and image processing are used widely in sports to significantly
influence athletes and team performance. Implementing computer vision techniques
is a turning point in the transformation and development of the sports industry.
Sports companies use data collected during games to train real-time machine
learning and artificial intelligence models
• 8 min read
Identifying Objects in Multimedia Databases with Computer Vision
In this post, we discuss research from Prof. Luigi Laura and Mirko Cangiano showing how to identify objects in multimedia databases.
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