Case Studies

10 Apr 2024 • 3 min read

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 interesting turn in 2017 when I began experimenting with OpenCV to potentially land a job in the field of Computer

3 Apr 2024 • 11 min read

Counting Rebar with Computer Vision

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

18 Mar 2024 • 7 min read

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 meets a given taste profile. The color of the coffee beans may be checked using a photometer to ensure the

13 Mar 2024 • 7 min read

Monitor and Analyze Retail Queues Using Computer Vision

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

11 Mar 2024 • 6 min read

Assess Car Damage with Computer Vision

Learn how to assess visual car damage using computer vision.

23 Feb 2024 • 7 min read

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 vision and Roboflow tooling. There have been some pretty incredible projects in the past, including a vacuum tracking system and

21 Feb 2024 • 6 min read

Build a Juice Box Quality Inspection System

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

14 Feb 2024 • 8 min read

Chocolate Box Quality Inspection with Computer Vision

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

13 Feb 2024 • 6 min read

Bottle Cap Inspection with Computer Vision

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

9 Feb 2024 • 6 min read

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.

8 Feb 2024 • 7 min read

First Impressions with Gemini Advanced

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

6 Feb 2024 • 7 min read

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.

6 Feb 2024 • 5 min read

Identify Solar Panels in Aerial Imagery with Computer Vision

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

6 Feb 2024 • 6 min read

Glass Inspection with Computer Vision

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

2 Feb 2024 • 6 min read

Build an Appearance Inspection System with Computer Vision

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

2 Feb 2024 • 5 min read

Deploy a Wood Surface Inspection System

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

31 Jan 2024 • 9 min read

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.

29 Jan 2024 • 9 min read

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. The remaining 80% of waste reaches the sea through rivers. Blue Eco Line works with local government organizations to monitor

26 Jan 2024 • 9 min read

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.

26 Jan 2024 • 5 min read

How to Detect Metal Defects with Computer Vision

Learn how to detect metal defects using computer vision.

24 Jan 2024 • 4 min read

Ceramic Defect Detection with Computer Vision

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

17 Jan 2024 • 6 min read

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.

28 Dec 2023 • 7 min read

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.

20 Dec 2023 • 5 min read

CogVLM Use Cases in Industry

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