Best of Computer Vision — 2023
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AI in Plain English·3y
Machine Learning: Must Do Projects for Beginners
Machine Learning: Must Do Projects for Beginners. We will examine some of the most well-liked machine learning datasets and models in this article. In the next sections, we will discuss several datasets and the models that may be used in that exercises.
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The Next Web·3y
New GPT-4 app can be ‘life-changing
A new app integrated with GPT-4's image-recognition abilities has been described as 'life-changing' by visually-impaired users. The app, called Be My Eyes, has a feature called 'Virtual Volunteer' which uses object-recognition technology to answer questions about images sent to it. The new functionality of GPT-4 allows it to analyze both images and text as inputs, providing superior image recognition and improved conversational capabilities.
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Medium·3y
Build your own face recognition system with python in minutes
Build your own face recognition system with python in minutes. The concept is known as one shot learning. It is different from traditional image recognition models in a sense, that you are only required to have one picture of a person whom you want to recognize, and you don't need to ‘train the model’ to recognize.
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Towards AI·3y
A Cheat Sheet to Deep Learning Algorithms: Types, Applications, and Examples
Deep learning is a subset of machine learning that involves training artificial neural networks to perform tasks. There are three main types of deep learning algorithms: supervised, unsupervised, and semi-supervised. The right algorithm for a specific problem will depend on the characteristics of the data and the complexity of the task.
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freeCodeCamp·3y
The Difference Between AI and Machine Learning
Artificial Intelligence is a field which contains a lot of sub-fields, including Machine Learning. Machine Learning is not the same thing as Artificial Intelligence, but rather a part of it – like a cog amongst many cogs that makes up the machine which is Artificial Intelligence. I'll explain how Machine Learning fits into AI as a field.
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Pointer·3y
facefusion/facefusion: Next generation face swapper and enhancer
FaceFusion is meant to be a productive contribution to the rapidly growing AI-generated media industry. It will help artists with tasks such as animating a custom character or using the character as a model for clothing. The developers are aware of its possible unethical applications and are committed to take preventative measures against them.
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Understanding LangChain 🦜️🔗: PART 1
Langchain is an innovative framework that is revolutionizing the way we develop applications powered by language models. Langchain uses the language models to interact and adapt to their environment with ease. The idea here is to chain every module in one chain and, at last, use that chain to call all modules at once.
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Machine Learning News·3y
This Artificial Intelligence Research Introduces A Vision-Language-Commonsense Transformer Model That Incorporates Contextualized Commonsense For External Knowledge Visual Questioning Tasks
This Artificial Intelligence Research Introduces A Vision-Language-Commonsense Transformer Model that Incorporates Contextualized Commonsense For External Knowledge Visual Questioning Tasks. The field of “Visual Question Answering’ (VQA) focuses on developing AI systems that can correctly respond to queries asked in a conversational tone.
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HEARTBEAT·3y
Understanding Popular Algorithms in Deep Learning
Deep learning allows machines to learn from vast amounts of data and carry out complex tasks that were previously only considered possible by humans. Deep learning is based in algorithms that let computers learn from data and get better over time. In this article, we will examine some different popular deep learning algorithms and how they operate.
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Best Image Annotation Tools in 2023
Image annotation is the process of labeling or categorizing an image with descriptive data that helps identify and classify objects, people, and situations included in the image. Markup Hero is an easy-to-use, flexible, and powerful image annotation tool ideal for real-time collaborative and visual communication.
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Developer.com·3y
7 Best Python Libraries for Machine Learning and AI
7 Best Python Libraries for Machine Learning and AI Artificial intelligence (AI) and machine learning (ML) are both popular fields in software development. This tutorial will highlight the best AI, ML and deep learning Python libraries that programmers, data scientists, and researchers can use to build intelligent applications and solve complex problems.
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Meet Spectformer: A Novel Transformer Architecture Combining Spectral And Multi-Headed Attention Layers That Improves Transformer Performance For Image Recognition Tasks
The paper highlights how SpectFormer’s proposed architecture can better capture appropriate feature representations and improve Vision Transformer (ViT) performance. The team has made two contributions to the field: first, they suggest SpectFormer, a novel design that blends spectral and multi-headed attention layers to enhance image processing efficiency.
