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CNN for begginers

CNN for begginers

#cnn-for-begginers

1 followers·11 articles

CNN for begginers

#cnn-for-begginers·1 followers·11 articles

CNN for begginers

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Yusuf Solomon

ysolomon.hashnode.dev·Apr 19, 2025

Apr 19, 2025

Getting Started with Image Classification Using CNNs: Traffic Signs and Plant Diseases.

Introduction In the world of artificial intelligence, computer vision and image classification are one of the most widely used applications, allowing machines to identify and categorize images based on visual features. From autonomous vehicles recogn...

Getting Started with Image Classification Using CNNs: Traffic Signs and Plant Diseases.

Discuss·5 reads

Machine Learning

Ayush Saraswat

flashblog.hashnode.dev·Mar 16, 2025

Mar 16, 2025

Backward Pass of CNN

Since the forward pass ended on the Fully Connected Layer, it is only natural to begin the discussion of backpropagation from that layer. Fortunately for us, it is not any different than what we usually see in regular Neural Networks. Therefore, we c...

Backward Pass of CNN

Discuss·1 read

Understanding CNN

Ayush Saraswat

flashblog.hashnode.dev·Mar 14, 2025

Mar 14, 2025

Forward Pass of CNN

Last time we had an overview of the architecture of CNN, its components and some terminologies related to it. In this article, we will understand the working of the forward pass of a CNN from a mathematical viewpoint. We will follow the journey of a ...

Forward Pass of CNN

Understanding CNN

Computer Vision

Wesley Kambale

kambale.dev·Mar 12, 2025

Mar 12, 2025

Building Convolutional Neural Networks in JAX

Introduction Deep learning has revolutionized the field of artificial intelligence, and at the heart of this revolution are Convolutional Neural Networks (CNNs). CNNs have become the go-to architectures for tasks involving images, such as object dete...

Building Convolutional Neural Networks in JAX

Discuss·2 likes·868 reads

Machine Learning

Ayush Saraswat

flashblog.hashnode.dev·Mar 12, 2025

Mar 12, 2025

Introduction to Convolution

If you are thinking of dipping your toes into Computer Vision or even Deep Learning, you might’ve already come across the term Convolutional Neural Networks. These are advancements of Artificial Neural Networks catered to learn from images. In this s...

Introduction to Convolution

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Understanding CNN

CNN for begginers

Bhavya Shingari

Bhavya Shingari

advancedideamechanics.hashnode.dev·Dec 10, 2024

Dec 10, 2024

Convolutional Neural Networks (CNN) in Python

Imagine being in a zoo trying to recognize if a given animal is a cheetah or a leopard. As a human, your brain can effortlessly analyze body and facial features to come to a valid conclusion. In the same way, Convolutional Neural Networks (CNNs) can ...

Discuss·10 likes·11 reads

Alexis VANNSON

alexisvannson.hashnode.dev·Sep 08, 2024

Sep 08, 2024

How to Create a Pneumonia Detection Model with Convolutional Neural Networks

In this article, I share my journey of implementing a Pneumonia detection model using convolutional neural networks with PyTorch. Starting from dataset preparation and transformation, I guide you through the process of splitting the dataset, defining...

How to Create a Pneumonia Detection Model with Convolutional Neural Networks

Discuss·17 likes·119 reads

image classification

Sisir Dhakal

sisirdhakal.hashnode.dev·Jul 27, 2024

Jul 27, 2024

How Convolutional Neural Networks (CNNs) Work: A Practical Guide with MNIST

Introduction In the deep learning domain, one area that has really taken a revolutionary turn is that of Convolutional Neural Networks (CNNs) to enable machines to see images. What makes facial recognition, self-driving cars, and even medical image a...

How Convolutional Neural Networks (CNNs) Work: A Practical Guide with MNIST

Discuss·106 reads

ConvolutionalNeuralNetworks

Osen Muntu

oseninsights.tech·Jun 10, 2024

Jun 10, 2024

An Introduction to Convolutional Neural Networks (CNNs)

Convolutional Neural Networks (CNNs) are a specialized family of deep learning models that have revolutionized the field of computer vision. Unlike traditional neural networks, CNNs are specifically designed to handle grid-like data such as images. T...

An Introduction to Convolutional Neural Networks (CNNs)

Discuss·1 like·30 reads

Machine Learning

Temitope Ologunbaba

Temitope Ologunbaba

prevent.hashnode.dev·Feb 12, 2024

Feb 12, 2024

Demystifying Neural Networks: A Beginner's Guide to Building Your First Model

Neural networks have become a cornerstone of modern artificial intelligence, powering applications ranging from image recognition to natural language processing. If you're an aspiring AI enthusiast, this guide will help you understand neural networks...

Demystifying Neural Networks: A Beginner's Guide to Building Your First Model

Discuss·13 reads