• 4 min read
What Is ResNet-18?
ResNet-18 remains one of the most practical and influential models in deep learning, especially in image classification.
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Contributing Writer
Latest Posts by Contributing Writer
• 14 min read
Gesture Recognition Applications with Vision AI
Imagine controlling your computer with a simple wave of your hand–no mouse, no keyboard, just intuitive gestures. Well, with Roboflow’s computer vision and object detection capabilities, it's now easier than ever to build a tool to effectively control your OS with nothing but your hands.
• 6 min read
The Ultimate Guide to PyTorch for Computer Vision
PyTorch supports the entire machine learning lifecycle from model building and training to deployment and performance optimization. It offers native support for GPU acceleration and seamless integration with the Python data science stack.
• 10 min read
How Does Computer Vision Work?
Computer vision is at the heart of some of the most impressive AI applications, from self-driving cars that navigate complex environments to quality control systems that can identify microscopic defects in manufacturing. But how does it actually work?
• 11 min read
Data Annotation for High-Performing Computer Vision Models
Learn all about data annotation, from what it is and how it works, to common challenges, best practices, and the tools that can streamline the process.
• 6 min read
How to Measure Object Size with Computer Vision
There's more than one way to crack a nut! Or in this case, to measure one. I used the measuring block in a Workflow recently and made some interesting discoveries, as well as had some fun taking it a step further.
• 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.
• 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.
• 13 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.
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