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...DiscussDeep Learning Unplugged#custom layer
Chinmay Pandyachinmaypandya.hashnode.dev·Jun 8, 2024How to Create a Keras-Style Neural Network from ScratchDeep learning, leveraging multi-layered neural networks, has gained popularity due to enhanced computational power and large datasets. It excels in image and speech recognition, NLP, autonomous driving, and healthcare diagnostics, transforming indust...Discuss·1 like·59 readskeras
Mouri Roymouri200.hashnode.dev·Jun 6, 2024Best Open-source Python Libraries for Machine LearningMachine Learning is a very fast and efficient growing technology in the current world. In our society, human beings are considered the most intelligent brains among all living beings to perform any task smartly. Machine learning is the subset of AI (...DiscussPython
Wesley Kambalekambale.dev·May 11, 2024Fine-tuning BERT for text classification with KerasNLPIntroduction Text classification is a basic job in natural language processing (NLP) that is used in sentiment analysis, spam detection, and content categorization. Transformer-based models, like BERT (Bi-directional Encoder Representations from Tran...Discuss·7 likes·543 readsMachine Learningfinetuning
Juan Carlos Olamendyjuancolamendy.hashnode.dev·Mar 26, 2024Persisting and Loading Keras Models: A Comprehensive GuideThe ability to persist and load models is crucial in the machine learning lifecycle, ensuring seamless deployment, reproducibility, and efficient resource utilization. Imagine you've spent countless hours training a complex neural network, and just a...DiscussMachine Learning
Alexandre Donciu-Julindev.alexdjulin.ovh·Mar 6, 2024Training a CNN on Rock-Paper-Scissors images using Keras and OpenCVMy attempt at the Rock-Paper-Scissors classification problem. Project Demo Project Repo This project is available on my github: RockPaperScissorsCNN Datasets I used the following 3 datasets to train the CNN from scratch: DRGFREEMAN - Edited to rem...Discuss·10 likes·43 readsPython
Redha Bayu Anggararedhabayuanggara.hashnode.dev·Jan 19, 2024Keras and TensorFlowIn general, there are two ways to install Keras and TensorFlow: Install a Python distribution that includes hundreds of popular packages (including Keras and TensorFlow) such as ActivePython. Use pip to install TensorFlow, which will also install K...Discusskeras
Wesley Kambalekambale.dev·Jan 16, 2024Building, Compiling, and Fitting Models with TensorFlowIntroduction TensorFlow is a free and open-source software library that can be used to build machine learning models. It includes the Keras API, which provides a user-friendly interface for building models. Machine learning engineers make decisions a...Discuss·12 likes·385 readsMachine LearningTensorFlow
Mohamad Moawadsmoothsec.hashnode.dev·Dec 24, 2023Binary Neural Network Part 2Objectives: Develop two simple image classification networks (1-bit and 32-bit) in Python. Profile both networks and compare their results. What you should know: Welcome back! If you've been following along, this is the second part of our series ...Discuss·93 readsMachine LearningLarq
Adarsh Kumaradarshk27r.hashnode.dev·Dec 15, 2023A Guide to Popular Deep Learning FrameworksIntroduction Deep learning, the powerhouse behind many breakthroughs in artificial intelligence, relies heavily on robust frameworks to turn complex mathematical models into actionable solutions. In this blog post, we'll embark on a journey through t...Discuss·10 likescaffe
