• 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.
• 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.
• 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.
• 6 min read
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.
• 7 min read
Using Computer Vision to Understand Food and Cuisines
Learn how to use computer vision to identify the cuisine associated with different foods.
• 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.
• 4 min read
Use Cases for Computer Vision in Analytics
Learn how to use computer vision in your data analytics pipelines.
• 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.
• 3 min read
Roboflow Video Inference with Custom Annotators
SUMMARY
This tutorial builds a video inference pipeline for logistics monitoring by loading a pre-trained object detection model from Roboflow Universe and running it frame-by-frame on a warehouse video. Custom visual overlays including bounding boxes, class labels, and object tracking are applied to each frame using the
• 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.
• 5 min read
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.
• 6 min read
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.
• 12 min read
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.
• 4 min read
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.
• 9 min read
Enhancing Child Safety with Computer Vision
SUMMARY
Object detection can add a real-time monitoring layer to child safety by alerting caregivers when a child enters a defined hazard zone, such as the area around a swimming pool. This tutorial walks through setting up Roboflow Inference to run a trained detection model, defining polygon boundaries around
• 10 min read
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.
• 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.
• 11 min read
Improving Vision Model Performance Using Roboflow & Tenyks
SUMMARY
A collaboration between Roboflow and Tenyks showing that model performance gains often come from fixing data, not tuning architecture. Using a traffic sign detection model as the test scenario, the workflow covers training a baseline, auditing the Roboflow dataset with Tenyks to surface label errors and class imbalances, correcting
• 8 min read
Roboflow Computer Vision Models on Intel® 4th Generation Xeon Processors
SUMMARY
This benchmarking study measures Roboflow computer vision model inference on Intel 4th Gen Xeon Sapphire Rapids against AWS Lambda (Broadwell) and GCP C3 instances across speed, frames per hour, and cost per frame. With Intel optimization techniques applied to M7i instance types, inference time drops by over 60% compared
• 5 min read
Using Computer Vision to Clean Up San Francisco Streets
SUMMARY
Rubbish, an environmental data company, used Roboflow to build LitterBug, a real-time computer vision tool that detects, maps, and highlights litter hotspots in urban areas, piloted in San Francisco's SOMA West neighborhood. The project took second place overall at the Cerebral Valley AI in Climate Tech
• 6 min read
Making a Traffic Sign Snap Lens with Roboflow and Lens Studio
In this guide, we show how to make a Snap Lens that detects traffic signs and crosswalks using Roboflow and Snap Lens Studio.
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