Case Studies

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

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