• 8 min read
How To Train and Deploy an ANPR System
Learn how to train and deploy a license plate detection model for use in building an ANPR system.
• 10 min read
Smart Home Monitoring with Computer Vision and IoT
Learn how to monitor and control your smart home with computer vision and IoT technology.
• 15 min read
Predicting the Optimal Connect 4 Move with Computer Vision
SUMMARY
This tutorial builds a computer vision application that reads a physical Connect 4 board and recommends the optimal next move using the minimax algorithm. An object detection model is trained on an annotated Connect 4 dataset from Roboflow Universe, deployed via Roboflow, and used to parse the board state
• 9 min read
Book Reading Time Tracker using Computer Vision
Learn how to use computer vision to track for how long you have been reading a book in a session.
• 5 min read
Realtime Video Stream Analysis with Computer Vision
In this guide, we use computer vision to process multiple live video streams to perform analysis and gain insights.
• 13 min read
Detect and Describe Flowers with Computer Vision and Generative AI
Use computer vision to detect the location of and describe flowers in an image using computer vision and ChatGPT.
• 3 min read
Using Computer Vision to Create AR Experiences
This blog post is contributed by Hart Woolery, Founder and CEO, 2020CV.
Introduction
I’ve always been fascinated by special effects in movies and video games. My career took an interesting turn in 2017 when I began experimenting with OpenCV to potentially land a job in the field of Computer
• 11 min read
Counting Rebar with Computer Vision
Learn how to build an application that counts rebar using computer vision.
• 7 min read
Coffee Bean Inspection with Computer Vision
SUMMARY
This guide walks through building an instance segmentation model to detect stones (a physical defect) among roasted coffee beans, covering each step from collecting and labeling images in Roboflow to training the model and deploying it on local hardware using Roboflow Inference. The same workflow applies to detecting quakers
• 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
Assess Car Damage with Computer Vision
Learn how to assess visual car damage using computer vision.
• 7 min read
Security Camera Monitoring: CCTV Computer Vision
SUMMARY
Secure Desk is a real-time CCTV computer vision application built by a Roboflow new hire that locks a physical desk behind a vision-powered passcode system: if a person is detected and no hand-digit passcode is entered within 30 seconds, the app sends a push notification alert.
• 6 min read
Build a Juice Box Quality Inspection System
Learn how to build a system that ensures the integrity of straws on juice boxes.
• 8 min read
Chocolate Box Quality Inspection with Computer Vision
Learn how to build a chocolate box quality assurance system with computer vision.
• 7 min read
Bottle Cap Inspection with Computer Vision
Learn how to use computer vision to verify the integrity of bottle caps on an assembly line.
• 8 min read
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.
• 7 min read
First Impressions with Gemini Advanced
Read our first impressions using the Gemini Ultra multimodal model across a range of computer vision tasks.
• 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.
• 5 min read
Identify Solar Panels in Aerial Imagery with Computer Vision
Learn how to identify solar panels in aerial imagery with computer vision.
• 7 min read
Glass Inspection with Computer Vision
Learn how to build a system to inspect glass with computer vision.
• 6 min read
Build an Appearance Inspection System with Computer Vision
Learn how to build an appearance inspection system in a manufacturing facility with computer vision.
• 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
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
Stay Connected