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Introduction to Neural Network: Build your own Network

Analytics Vidhya

This has achieved great success in many fields, like computer vision tasks and natural language processing. Introduction In recent years, the evolution of technology has increased tremendously, and nowadays, deep learning is widely used in many domains.

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Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)

Analytics Vidhya

Overview Convolutional neural networks (CNNs) are all the rage in the deep learning and computer vision community How does this CNN architecture work? The post Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs) appeared first on Analytics Vidhya. We’ll.

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Feedforward Neural Network: Its Layers, Functions, and Importance

Analytics Vidhya

Introduction Feedforward Neural Networks, also known as Deep feedforward Networks or Multi-layer Perceptrons, are the focus of this article. For example, Convolutional and Recurrent Neural Networks (which are used extensively in computer vision applications) are based on these networks.

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Learn Image Classification on 3 Datasets using Convolutional Neural Networks (CNN)

Analytics Vidhya

Introduction Convolutional neural networks (CNN) – the concept behind recent breakthroughs and developments in deep learning. The post Learn Image Classification on 3 Datasets using Convolutional Neural Networks (CNN) appeared first on Analytics Vidhya. CNNs have broken the mold and ascended the.

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An Approach towards Neural Network based Image Clustering

Analytics Vidhya

The post An Approach towards Neural Network based Image Clustering appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Introduction: Hi everyone, recently while participating in a Deep Learning competition, I.

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AI trends in 2023: Graph Neural Networks

AssemblyAI

While AI systems like ChatGPT or Diffusion models for Generative AI have been in the limelight in the past months, Graph Neural Networks (GNN) have been rapidly advancing. And why do Graph Neural Networks matter in 2023? What are the actual advantages of Graph Machine Learning?

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What is the Convolutional Neural Network Architecture?

Analytics Vidhya

The post What is the Convolutional Neural Network Architecture? This article was published as a part of the Data Science Blogathon. Introduction Working on a Project on image recognition or Object Detection but. appeared first on Analytics Vidhya.