• 9 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.
• 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.
• 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.
• 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.
• 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.
• 4 min read
Use Cases for Computer Vision in Analytics
Learn how to use computer vision in your data analytics pipelines.
• 7 min read
Launch: Roboflow Logistics Pre-trained Object Detection Model
The Roboflow Logistics Model, trained on 99,238 images across 20 classes, offers a domain-specific advantage for logistics vision use cases.
• 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.
• 3 min read
Reducing Traffic with Computer Vision
SUMMARY
Transport for Cairo used computer vision to count and classify vehicles, including taxis, tuk tuks, microbuses, and motorcycles, at intersections in a Ugandan city where no prior traffic data existed, replacing a costly manual volunteer counting approach. The team used Roboflow to manage image data, apply augmentations for underrepresented
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