• 4 min read
Use Cases for Computer Vision in Analytics
Learn how to use computer vision in your data analytics pipelines.
• 3 min read
Manufacturing to Computer Vision: Three Applications From Field Experience
In this article, we explore three applications of computer vision in the manufacturing industry, written by an expert with field experience.
• 3 min read
Roboflow Video Inference with Custom Annotators
Performing real-time video inference is crucial for many applications like autonomous vehicles, security systems, logistics, and more. However, setting up a robust video inference pipeline can be time consuming. You need a trained computer vision model, inference code, and visualization tools to annotate each frame. This is a lot of
• 6 min read
Launch: Roboflow Logistics Pre-trained Object Detection Model
The Roboflow Logistics Model, trained on 99,238 images across 20 classes, offers a domain-specific advantage for logistics vision use cases.
• 4 min read
Comparing Computer Vision Models On Custom Data
In this guide, show how to compare how two person detection models on Roboflow Universe perform using a benchmark dataset and supervision.
• 5 min read
How I Built a System to Test My Vacuuming Skills
In this guide, Reed shows how he built a system to test his vacuuming skills with computer vision.
• 12 min read
Transforming the Raspberry Pi into a Squirrel Sentry with Computer Vision
In this guide, Warren shows how he built a system that detects the presence of squirrels on his property with computer vision.
• 4 min read
Enhancing Art Education at Kunstmuseum Bern Through a Digital Companion
Learn how museums like Kunstmuseum Bern are using computer vision to offer companion information in exhibits.
• 9 min read
Enhancing Child Safety with Computer Vision
This article was contributed to the Roboflow blog by Abirami Vina.
Introduction
Child safety is a priority for parents and caregivers, an issue society takes seriously. While traditional safety measures are indispensable, technology is opening up new avenues for enhancing our ability to ensure child safety in various environments, especially
• 10 min read
Aerial Fire Detection with Drone Imagery and Computer Vision
In this article, Timothy Malche shows the steps he followed to build an aerial fire detection system with drone imagery and computer vision.
• 6 min read
Using Computer Vision to Improve Railway Safety
In this guide, we show how to use computer vision to identify hazardous situations on railways for use in building safety systems.
• 11 min read
Improving Vision Model Performance Using Roboflow & Tenyks
This is a guest post with Jose Gabriel Islas Montero (ML Engineer and Evangelist at Tenyks), and Dmitry Kazhdan (CTO & Co-Founder at Tenyks)
Introduction
When improving an object detection model, many engineers focus solely on tweaking the model architecture and hyperparameters. However, the root cause of mediocre performance often
• 7 min read
Roboflow Computer Vision Models on Intel® 4th Generation Xeon Processors
With the rise of large language models (LLM’s), people often forget about the vast, important world of computer vision. This world is evolving at an unprecedented pace, driven by advancements in hardware and AI models, just as with LLM’s.
In this three-part blog post, through the Intel Disruptor
• 5 min read
Using Computer Vision to Clean Up San Francisco Streets
“Data is like garbage. You’d better know what you are going to do with it before you collect it.” - Mark Twain
Introduction
4.5 trillion cigarettes are at risk of entering our waterways and polluting up to 50 trillion liters of water, according to the WHO.
Every year,
• 6 min read
Making a Traffic Sign Snap Lens with Roboflow and Lens Studio
In this guide, we show how to make a Snap Lens that detects traffic signs and crosswalks using Roboflow and Snap Lens Studio.
• 8 min read
Pool Table Analytics Using Object Detection
In this guide, Abirami Vina shows how to build a pool table analytics system with object detection.
• 7 min read
Using Computer Vision for Online Exam Proctoring
This article was contributed to the Roboflow blog by Abirami Vina.
Introduction
Digital transformation is a common practice in various fields, including education. There has been a significant shift towards online learning and tests, offering advantages like increased access and flexibility for learners worldwide. However, this shift has also raised
• 6 min read
How to Use Computer Vision to Monitor Inventory
Real-time insights extracted from video streams can drastically improve efficiency for how industries operate. One high-impact application of this is in inventory management. Whether you’re a factory manager looking to improve inventory management or a store owner striving to prevent stockouts, real-time data can be a game-changer.
This tutorial
• 7 min read
Floor Plan Analysis with Computer Vision
Learn how to analyze floor plans with computer vision.
• 8 min read
How to Reduce Dataset Size Without Losing Accuracy
Learn how to reduce the size of your computer vision dataset without losing accuracy.
• 4 min read
Preventing Treadmill Injuries with an Automated Stopping Mechanism
In this blog post, I walk through how I built a system to prevent treadmill injuries with a computer vision powered automated stopping mechanism.
• 10 min read
How to Use Computer Vision for Environment Monitoring
This article was contributed to the Roboflow blog by Abirami Vina.
Measuring changes to our environment is an important part of understanding progress made toward a more sustainable world. Historically, measuring the world around us required time-intensive human monitoring and measurement by a small number of expert scientists. Thanks to
• 5 min read
Detect and Segment Oil Spills Using Computer Vision
An oil spill in the sea is a devastating environmental incident that occurs when oil is released into the marine environment. Oil spills pose significant threats to marine ecosystems, wildlife, and coastal communities, and they can have long-lasting and far-reaching consequences.
Due to the logistical difficulties in getting to impacted
• 6 min read
Build a Chess Game Recorder with Computer Vision
This article was contributed to the Roboflow blog by the team at A1H1.
Introduction
The project of making an automated chess game recorder started after finding out that a chess set with sensors costs ~$500 USD! This price tag is not very accessible for everyday chess players or local chess
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