Case Studies

Identify Solar Panels in Aerial Imagery with Computer Vision

Learn how to identify solar panels in aerial imagery with computer vision.

Blue Eco Line Reduces River Pollution with Roboflow and Intel Sapphire Rapids

Introduction Over 150 million tons of plastic lie in the planet's oceans, with studies finding that only 20% of plastic waste at sea is linked to maritime activities.

How to Build a Yard Management System with Computer Vision

This guide walks through how to build a yard management system using computer vision technology.

How to Detect Metal Defects with Computer Vision

Learn how to detect metal defects using computer vision.

How to Build a Parking Lot Monitoring System with Computer Vision

In this guide, we show how to build a parking lot occupancy monitoring system with computer vision.

Detecting Complex and Amorphous Features of Marine Sponges

In this post, Andy Portalatin describes work done for his master's thesis toward detecting complex and amorphous features of marine sponges.

Using Computer Vision to Understand Food and Cuisines

Learn how to use computer vision to identify the cuisine associated with different foods.

Monitoring Plant Growth using Computer Vision

In this blog post we will show how computer vision can be used to monitor plant growth. We will focus on the height measurement technique.

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.

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

Launch: Roboflow Logistics Pre-trained Object Detection Model

Starting a machine learning model from zero is computationally expensive and time-consuming. Pre-trained models solve this by offering a jump-start: they come with learned features from extensive training on large

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.

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.

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.

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.

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

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.

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.

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

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

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

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.

Pool Table Analytics Using Object Detection

In this guide, Abirami Vina shows how to build a pool table analytics system with object detection.

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

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