Case Studies

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.

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.

Use Cases for Computer Vision in Analytics

Learn how to use computer vision in your data analytics pipelines.

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