Omkar Kastureomkarkasture.hashnode.dev·Feb 2, 2025Deep Learning with Keras and TensorflowData augmentation is a key technique in machine learning to enhance dataset size and diversity by applying transformations like rotation and noise addition, improving model generalization and performance. In Keras, ImageDataGenerator facilitates real...Mastering Deep Learning and Generative AItranspose convolution
Omkar Kastureomkarkasture.hashnode.dev·Jan 29, 2025Deep Learning with Keras and TensorflowOverview of TensorFlow 2.x TensorFlow 2.X is an open-source platform for machine learning developed by Google. It is designed to simplify the process of building and deploying machine learning models. Eager execution in TensorFlow 2.X is a mode that ...Mastering Deep Learning and Generative AIkeras
Omkar Kastureomkarkasture.hashnode.dev·Jan 22, 2025Deep Learning Libraries: TensorFlow, Keras, PyTorch & ModelsLibraries for Deep Learning TensorFlow: A comprehensive library for building and deploying machine learning models, particularly deep learning. Suitable for both research and production environments, widely used in industry. Keras: A high-level ...Mastering Deep Learning and Generative AIDeepLearning
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...27 likes·623 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 ...35 readsdeep 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·116 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
