Gokul Rajagokulraja.hashnode.dev·Jul 22, 2024DigitGlyphUnveiling DigitGlyph: My Journey to 99.15% Accuracy in Handwritten Digit Recognition Introduction Machine learning is revolutionizing every field, and one of its coolest applications is handwritten digit recognition. Today, I'm super excited to intro...DiscussMachine Learning
Chinmay Pandyachinmaypandya.hashnode.dev·Jun 25, 2024Enhancing Efficiency with Tensorflow PipelinesTraditional Pipelines What happens if you implement a pipeline traditionally. It takes up a lot of time and memory, before we can make observations. It is inefficient and has many limitations mentioned below. Limitations Performance: Traditional pi...Discuss·1 like·43 readsTensorFlow
Aditya Kharbandakharbanda25.hashnode.dev·Jun 17, 2024Mastering Convolutional Neural Networks: A Comprehensive Guide from Basics to VGG19Let me ask you something. Have you ever wondered how Face Recognition works, how your photos app is able to tell whether you're in the picture or not? Or, how a self driving car is able to.... drive itself :) How computers are able to place certain d...Natasha Patnaik and 1 other are discussing this2 people are discussing thisDiscuss·11 likes·64 readsDeep LearningCNN
Prakhar Kumarprakhartechinsights.hashnode.dev·Apr 23, 2024Neural Networks: Understanding CNNs, RNNs, and Their Applications with PythonNeural networks have revolutionized the field of machine learning, enabling complex pattern recognition and learning tasks. In this blog post, we'll delve into the details of neural networks, focusing on Convolutional Neural Networks (CNNs) and Recur...DiscussAI/ML Blog By PrakharRNN & CNN differences
Kanishk Munotkanishkmunot.hashnode.dev·Mar 16, 2024A brief history of Object DetectionIn the field of computer vision, object detection stands as a crucial technique for pinpointing and identifying objects within images or videos. It goes beyond mere classification, not only recognizing the object's type but also meticulously marking ...Discuss·10 likes·77 readsrcnn
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
Vedant Poduvalvedantpoduval.hashnode.dev·Feb 18, 2024From Pixels to Predictions: A LeNet-5 Intro in PyTorch.Note:This blog assumes that you have a basic understanding of Pytorch and convolutions in general.Now onto LeNet-5. The Story of LeNet-5 I was trying to understand about how convolutions work and came across LeNet - 5. It was developed in 1998 by Yan...Discusspytorch
Mark williamstechcapital.hashnode.dev·Jan 16, 2024Unveiling the Best Data Science Projects: A Journey from Beginner to AdvancedEmbarking on a journey into the world of data science is an exhilarating experience. As you navigate through the vast landscape of algorithms, programming languages, and statistical models, one of the most effective ways to solidify your skills is by...DiscussData Science
Ridwan Ibidunnialjebraschool.hashnode.dev·Jan 14, 2024How Neural Style Transfer Works: Explained SimplyA Convolutional Neural Network (CNN) stands out as a formidable deep learning model employed extensively for image classification and processing. Within this network, images undergo processing in a forward direction, traversing a series of image filt...Discuss·56 readsMachine Learningneural networks
K Ahameddatailm.hashnode.dev·Jan 14, 2024Unveiling Neural Networks: A Comprehensive Guide from Layers to ApplicationsNeural networks, the cornerstone of artificial intelligence, operate as interconnected systems inspired by the human brain. Let's delve into the key components of neural networks, understand their roles, challenges, and explore their wide-ranging app...DiscussArtificial Intelligenceneural networks