Anix Lynchgozeroshot.dev·Oct 20, 20247 Common Patterns For Neural Networks in Keras1. Fully Connected Neural Network (Feedforward Network) Use case: Very versatile. Useful for a wide variety of tasks involving structured, tabular data. They work well for both classification (binary/multiclass) and regression tasks, where the goal ...CNN
Alioke Michaelmicahtech.hashnode.dev·Sep 26, 2024Dog Breed ClassificationTo Classify Different Dog Breeds and identify a particular breed of the Dog. Who's that doggy in the window?, Dogs are incredible. But have you ever been sitting at a cafe or seen a dog walking around the street, or seen a Dog and not known what bree...TensorFlow
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
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 9, 2024Create a Real-Time Face Emotion Detector with Python and Deep LearningIn the modern era, Artificial Intelligence (AI) is becoming deeply integrated into everyday applications. One of the most fascinating applications of AI is Facial Emotion Recognition, where a computer system can identify emotions on human faces in re...26 likes·329 readsPythonPython
Retzam Tarleretzam.hashnode.dev·Sep 9, 2024Deep Learning FrameworksHello! Welcome to another surprise mid-series special! 🤗 Some time back I contributed to a project called unify.ai. The vision of unify.ai is to create a platform that unites popular machine-learning frameworks and models through APIs. So I thought ...deep learning frameworks
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 6, 2024How to Automate Social Media Content Creation Using Python and Deep LearningIn the fast-paced world of social media, generating engaging content consistently can be challenging for individuals and businesses. Automation can help streamline content creation and allow you to stay ahead of the curve. By leveraging Python and de...10 likes·68 readsPythonPython
Gayathri Selvaganapathiaienthusiast.hashnode.dev·Sep 1, 2024Real-time Face Mask Detection System Using Keras, TensorFlow, and OpenCVTable of Contents Introduction Understanding the Project Requirements Project Overview Dataset Preparation and Analysis Data Preprocessing Loading and Resizing Images Normalization and Label Encoding 6. Designing the Convolutional Neural N...90 readsface mask detection
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Aug 31, 2024How to Create an Intelligent Image Recognition System with PythonImage recognition has become a key feature in many applications, from social media platforms that tag friends in photos to autonomous vehicles that detect obstacles. Creating an intelligent image recognition system involves leveraging deep learning a...45 likes·319 readsPythonkeras models
Anton R Gordonantonrgordon.hashnode.dev·Aug 17, 2024Implementing Deep Learning Frameworks: A Comparative Study of PyTorch, Keras, and TensorFlowIn the rapidly evolving field of artificial intelligence, deep learning frameworks play a pivotal role in enabling developers and researchers to build, train, and deploy complex neural networks efficiently. Among the plethora of frameworks available,...TensorFlow
Rashid Ul Haqrashid-ul-haq.hashnode.dev·Jul 22, 2024How to Create Custom Layers in TensorFlow?In TensorFlow, layers are the fundamental building blocks for creating machine learning models. While TensorFlow offers a wide variety of ready-to-use built-in layers, there are situations where these standard layers are not enough to meet specific n...Deep Learning Unplugged#custom layer
