Gayathri Selvaganapathiaienthusiast.hashnode.dev·Sep 19, 2024Low Light Image Enhancement using CNNThis project demonstrates how to build a Convolutional Neural Network (CNN) model to enhance low-light images. Using a combination of CNN layers, we aim to transform dark and noisy images into more vibrant and clear ones. The project uses the LOL dat...Discussconvolutional networks
Alexis VANNSONalexisvannson.hashnode.dev·Sep 8, 2024How to Create a Pneumonia Detection Model with Convolutional Neural NetworksIn 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...Discuss·86 readsimage classification
Emily Joeemily-joe.hashnode.dev·Aug 22, 2024Deep Dive into Neural Networks: Practical Applications and Real-World Use CasesWhile reading this article, which part of your body thinks about the content? Of course, it is the brain! But do you know how the human brain carries out its functions? It has neurons or nerve cells that are the fundamental blocks of the brain. These...Discussneural networks
Sisir Dhakalsisirdhakal.hashnode.dev·Jul 29, 2024Understanding Transfer Learning: Benefits and Practical Applications in Pneumonia DetectionTransfer learning has revolutionized the current era of machine learning and computer vision, where models can utilize knowledge gained from prior tasks in order to solve new problems. This speeds up the training process and increases model performan...Discuss·30 readsMedical image analysis
Salilesh Vermasalileshverma.hashnode.dev·Jun 13, 2024Understanding Neural Networks: A Beginner's GuideWhat is Neural Network A neural network, or artificial neural network, is a type of computing architecture that is based on a model of how a human brain functions — hence the name "Neural." Neural networks are made up of a collection of processing un...Discuss·12 likes·59 readsneural networks
Aditya Kharbandakharbanda25.hashnode.dev·May 29, 2024Recreating The LeNet-5 : 99.8% Accuracy on MNIST (Step-by-Step Guide)For the past few days I've been learning about Convolutional Networks and how they've transformed the field of Computer Vision and Deep Learning. So, I decided to recreate the LeNet-5, the ALL TIME CLASSIC Convnet published by Yann LeCun in his paper...Discuss·11 likes·92 readsProjectsAI
Sanika Nandpuresanikanandpure.hashnode.dev·May 19, 2024other types of layersSo far, we have looked at Dense layer types whose output becomes the input of another Dense layer. In a Dense layer, each neuron output is a function of all the activation outputs of the previous layer. Key word: all of the activation outputs of the ...Discussconvolutional networks
aansh savlaaanshsavla.hashnode.dev·Feb 23, 2024Pneumonia Detection using Quantum Transfer LearningIn this blog, we leverage transfer learning, a powerful machine learning technique, to enhance the performance of an image classifier. Classical and quantum networks are merged to create a hybrid architecture that gives practical usefulness of Quantu...Discuss·194 readsMachine Learning
Trisha Banerjeemlexplorer.hashnode.dev·Feb 22, 2024Understanding the Magic of Convolutional Neural Networks: A Comprehensive ExplorationIntroduction Have you ever wondered how technologies like self-driving cars, facial recognition, and smartphone cameras actually work? The secret sauce behind many of these modern AI capabilities are Convolutional Neural Networks (CNNs) - a powerful ...DiscussMachine Learning
Juan Carlos Olamendyjuancolamendy.hashnode.dev·Dec 7, 2023Unlocking the Power of Strided Convolutions in Neural NetworksHave you ever wondered how machines can recognize images or understand speech as efficiently as humans? The answer lies in a sophisticated aspect of neural networks known as strided convolutions. In this article, we will dive deep into the world of s...DiscussMachine Learning
