Nitin Sharmansharma.hashnode.dev·Feb 12, 2025Implementing Convolutional Neural Network using TensorFlowComing SoonDeep LearningMachine Learning
Jyotiprakash Mishrablog.jyotiprakash.org·Jan 30, 2025CNNs: The Eyes of MLBefore diving into Convolutional Neural Networks (CNNs), let's quickly recap what neural networks are. Neural networks are a class of machine learning models inspired by the human brain. They consist of layers of interconnected nodes (neurons) that p...272 readsCNN
Fatima Jannetmahia.hashnode.dev·Nov 26, 2024ML Chapter 8.2 : Deep LearningWelcome to Part 8.2 - Deep Learning! Deep Learning is the most exciting and powerful branch of Machine Learning. If you're new to this blog, I strongly advise you to read the previous blogs because this one is quite advanced. Thank you! Plan of attac...11 likes·252 readsMachine Learning (Python)Deep Learning
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...convolutional 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...17 likes·104 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...neural 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...32 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...12 likes·62 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...11 likes·96 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 ...convolutional networks