• 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.
• 9 min read
Blue Eco Line Reduces River Pollution with Roboflow and Intel Sapphire Rapids
SUMMARY
Blue Eco Line deploys cameras on bridges to measure plastic waste entering and leaving cities, then uses an autonomous conveyor belt guided by computer vision to physically remove pollution from rivers. The pipeline uses Roboflow to collect, upload, and label plastic waste images, then trains a YOLOv8 model on
• 10 min read
How to Build a Container Yard Management System with Computer Vision
This guide walks through how to build a yard management system using computer vision technology.
• 5 min read
How to Detect Metal Defects with Computer Vision
Learn how to detect metal defects using computer vision.
• 5 min read
Ceramic Defect Detection with Computer Vision
Learn how to use computer vision to detect defects in ceramic material.
• 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.
• 5 min read
What is Machine Vision?
In this guide, we discuss what machine vision is and how you can use machine vision for defect detection and product quality assurance.
• 5 min read
What Is Machine Vision Inspection?
In this guide, we discuss what machine vision inspection is and how deep learning based approaches can help you implement robust inspection processes.
• 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.
• 8 min read
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.
• 7 min read
Automatically Label Product SKUs with Autodistill
In this guide, we show how to automatically label product SKUs (with a manual review stage) using Autodistill.
• 6 min read
Computer Vision in Manufacturing: 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.
• 5 min read
Color and Product Type Inspection with Computer Vision
In this guide, we show how to analyze product color with an image segmentation model and k-means clustering.
• 6 min read
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.
• 6 min read
How to Use Computer Vision to Monitor Inventory: Inventory Management AI
SUMMARY
This tutorial builds an inventory monitoring pipeline that extracts video frames at defined time intervals, runs each frame through Roboflow Inference Server against a model trained on packaged shelf items, and outputs structured CSV files (per-object detections, counts per interval, counts by class) along with bar charts showing
• 3 min read
How to Use Computer Vision to Keep Stock of Inventory
Learn how to use computer vision to track inventory in logistics facilities.
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