• 9 min read
Using Computer Vision to Develop a Robotic Arm Poker Dealer
Learn how the vision system of an acting poker dealer arm was built by the University of Manchester Robotics Society.
• 6 min read
How to Monitor Red Zones with Computer Vision
Learn how to monitor red zones for safety compliance using computer vision.
• 4 min read
AI in Manufacturing: 3 Proven Strategies to Adopt in 2025
Explore how you can use AI in manufacturing to avoid jams and pileups, identify product defects, and more.
• 7 min read
Deploying Machine Learning Models with PyTorch, gRPC, and asyncio
Today we're going to see how to deploy a machine-learning model behind gRPC service running via asyncio. gRPC promises to be faster, more scalable, and more optimized than HTTP v1.
gRPC is supported in all major programming languages and will create types hints, client, and server code for
• 6 min read
Rock, Paper, Scissors with AI: How to Make Multiplayer Games
This is a template for making multiplayer games - such as rock paper scissors- that involve your hands and body using AI or computer vision. You can even submit new games to the repo and I will host them at https://handland.lol
Included Multiplayer Games:
The repo currently comes
• 11 min read
Using Computer Vision to Assess Bouldering Performance
Learn how I built a system to assess my bouldering skills using computer vision.
• 9 min read
How to Create a Retail Planogram using Computer Vision
Learn how to create a retail planogram from a photo using computer vision.
• 5 min read
Automatic Stop Sign Violation Detection
This post was contributed by Leonard Persson Norblad
This automatic stop sign violation detector utilizes an object detection model fine-tuned in Roboflow, combined with Roboflow’s PolygonZone to identify vehicles that violate stop signs. Video recordings of vehicles that fail to stop are flagged for reporting. For complete code and
• 7 min read
Camera Calibration in Sports with Keypoints
Camera calibration is important to accurate vision AI systems that analyse sports. It allows the mapping of their movement on a video frame to real movement on the field, and thus the tracking of the distance they cover, the direction, and the speed at which they move.
Homography is commonly
• 8 min read
How to Extract Text From Images
Introduction to Text Extraction
Manually working with data in JPG, PNG, or PDF formats can be a hassle, as it takes a lot of time to analyze and these files can’t be managed easily in a programmatic way. We can use tools, either online or offline, to convert images
• 7 min read
Ball Tracking in Sports with Computer Vision
Ball tracking is crucial for AI systems to analyze sports effectively, but it's challenging due to factors like the ball's small size, high velocity, complex backgrounds, similar-looking objects, and varying lighting. This tutorial will teach you how to overcome these challenges.
• 2 min read
How to Import Hugging Face Datasets to Roboflow
Learn how to import a Hugging Face dataset into Roboflow for labeling, training, and deployment.
• 5 min read
Inspecting Solar Panels with Thermal Drones
Learn how to use computer vision to identify hot spots on solar panels.
• 9 min read
Automating Water Meter Reading using Computer Vision
Learn how to read the digits on a water meter using computer vision.
• 7 min read
How to OCR Hand-Written Notes with GPT-4
Learn how to OCR hand-written notes with GPT-4.
• 4 min read
Evaluating 2024 Euro Cup and COPA America Cup Jersey Color Accessibility
Read how we built a system to evaluate the color contrast of football jerseys used in the 2024 Euro Cup.
• 11 min read
Automated Book Inventory using Computer Vision
Learn how to build a book inventory system with computer vision.
• 6 min read
Building a Vehicle Analytics Application with PaliGemma
Read how Nick created a vehicle analytics application using the PaliGemma multimodal model.
• 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.
• 14 min read
Predicting the Optimal Connect 4 Move with Computer Vision
In this blog post, our goal is to explore the intersection of computer vision and game theory through the lens of a familiar classic: Connect 4.
We'll be crafting an application that uses computer vision to recognize Connect 4 pieces on the board and employs the minimax algorithm
• 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.
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