Case Studies

Using Computer Vision to Create AR Experiences

This blog post is contributed by Hart Woolery, Founder and CEO, 2020CV. Introduction I’ve always been fascinated by special effects in movies and video games. My career took an

Counting Rebar with Computer Vision

Learn how to build an application that counts rebar using computer vision.

Coffee Bean Inspection with Computer Vision

There are several quality checks that need to be run on coffee beans before they are packaged and ready for delivery. A professional taster will “cup” coffee to ensure it

Monitor and Analyze Retail Queues Using Computer Vision

Learn how to monitor retail queues to identify when customers have been waiting for too long.

Assess Car Damage with Computer Vision

Learn how to assess visual car damage using computer vision.

Security Camera Monitoring with Computer Vision

Every new hire at Roboflow creates a visionary project in their first two weeks. The visionary project is an opportunity to build what "scratches your itch" with computer

Build a Juice Box Quality Inspection System

Learn how to build a system that ensures the integrity of straws on juice boxes.

Chocolate Box Quality Inspection with Computer Vision

Learn how to build a chocolate box quality assurance system with computer vision.

Bottle Cap Inspection with Computer Vision

Learn how to use computer vision to verify the integrity of bottle caps on an assembly line.

Use Cases for Computer Vision in Healthcare

In this guide, we explore use cases for computer vision in healthcare, from pill counting to building automated inventory management systems.

First Impressions with Gemini Advanced

Read our first impressions using the Gemini Ultra multimodal model across a range of computer vision tasks.

Missing Item Inspection with Computer Vision

Learn how to check if there are missing items in a batch of a product on an assembly line using computer vision.

Identify Solar Panels in Aerial Imagery with Computer Vision

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

Glass Inspection with Computer Vision

Learn how to build a system to inspect glass with computer vision.

Build an Appearance Inspection System with Computer Vision

Learn how to build an appearance inspection system in a manufacturing facility with computer vision.

Deploy a Wood Surface Inspection System

In this guide, learn how to use a wood surface inspection system to identify defects on wood.

Occupancy Analytics with Computer Vision

Computer vision can be used to understand videos for real-time analytics and automatically gather information about complex physical environments.

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.

Ceramic Defect Detection with Computer Vision

Learn how to use computer vision to detect defects in ceramic material.

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.

Building an IoT-Powered Exercise Tracker with Computer Vision

In this article, Timothy Malche shows how he built a push up counting system with computer vision.

CogVLM Use Cases in Industry

Learn how you can use CogVLM, a multimodal language model with vision capabilities, for industrial use cases.

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.