• 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.
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Contributing Writer
Latest Posts by Contributing Writer
• 5 min read
The Ultimate Guide to TensorFlow for Computer Vision
Developed by Google, TensorFlow enables practitioners across industries to build, train, and deploy deep learning models across diverse environments and use cases.
• 14 min read
Image Processing with OpenCV
This OpenCV tutorial will help you learn image-processing techniques from basic to advanced.
• 17 min read
Comprehensive Guide to Vision Transformers
Vision Transformers (ViTs) represent a groundbreaking shift in computer vision, leveraging the self-attention mechanisms that revolutionized natural language processing.
• 4 min read
OpenCV Color Spaces and Conversion: An Introduction
Learn how to convert data from the default BGR OpenCV color space to RGB, HSV, and more.
• 9 min read
Measuring the Accuracy of Drawn Circles with Computer Vision
Learn how to measure the accuracy of circles drawn on paper using computer vision.
• 9 min read
Best Computer Vision Courses Online 2025
Explore the five best courses for learning computer vision available online in 2025.
• 9 min read
Video Object Counting: A Step-by-Step Guide
Learn how to count objects in videos using OpenCV, YOLOv8, and the Roboflow supervision Python package.
• 7 min read
Computer Vision Use Cases in Sports
Learn how computer vision is used in sports from football to F1 for a wide range of use cases.
• 7 min read
Computer Vision Use Cases in Robotics
Learn how computer vision can be used in robotics.
• 7 min read
Computer Vision Manufacturing Use Cases: A Guide
Learn how computer vision can be used in manufacturing.
• 7 min read
Computer Vision Logistics Use Cases: A Guide
Learn how computer vision can be used in logistics for warehouse automation, automated sorted and packaging, quality control, and more.
• 8 min read
How to Become a Computer Vision Engineer
Learn what a computer vision engineers and explore the skills you need to become a computer vision engineer.
• 7 min read
How to Use EasyOCR
Learn how to use OCR to read and extract text from an image.
![Top 5 Computer Vision Python Packages [2025]](/content/images/size/w640/2025/01/16_9-4-.png)
• 7 min read
Top 5 Computer Vision Python Packages [2025]
Explore five popular Python packages used for computer vision projects.
• 8 min read
Generating 3D Meshes with 2D Image Segmentations
Learn how to generate 3D meshes of an object using the 2D image segmentations.
• 9 min read
Detect Alignment of an Object Using Computer Vision
Learn how to detect whether an object is or is not aligned using computer vision.
• 7 min read
How to Use a Gaze Detection API
Learn how to use the on-device Roboflow gaze detection API.
• 9 min read
Color Sensing with Computer Vision
Learn how to use computer vision to identify the color in part of an image, and validate if the color is expected.
• 7 min read
Flaw Detection Using Computer Vision
Learn how to use computer vision to detect flaws in products.
• 7 min read
Calculate the Position of an Object Using Computer Vision
Learn how to use computer vision to calcualte the position of objects.
• 8 min read
How to Outline an Object with Computer Vision
Learn how to use computer vision to calculate outlines for objects.
• 11 min read
Mapping Robot Paths in Robotics Competitions with Computer Vision
Learn how Mason created a tool to map robot paths in robotics competitions with computer vision.
• 7 min read
What is ByteTrack? A Deep Dive.
Introduction
Detecting and tracking multiple objects in a video in real-time can be tricky. Luckily, the computer vision community has developed object-tracking algorithms to tackle this task over the years. These algorithms aim to identify and follow objects as they move through a video.
A great example of these algorithms
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