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How to Save and Load Deep Learning Models with Keras?
Author(s): Tirendaz AI Originally published on Towards AI. Learn how to use ModelCheckpoint callback Image by Freepik Training deep learning models is a time-consuming process. You can save model progress during and after training. So, you can resume the training of a …
Data Science Libraries For Beginners: Gentle Introduction
Author(s): Gencay I. Originally published on Towards AI. In this guide, you will gain knowledge about Data Science Libraries, from Data Exploration to Machine Learning. Students are studying at the deck — leonardoai I can not promise you to be a master …
How To Use TPUs in Kaggle / Google Colab To Train a GAN in the Blink of An Eye.
Author(s): Pere Martra Originally published on Towards AI. Looking to speed up your GAN training? In this article, I’ll show you how to utilize TPUs in Kaggle or Google Colab to drastically reduce training time, allowing you to generate high-quality images in …
Implementing KNN Classification with TensorlFlow.js
Author(s): Jesse Langford Originally published on Towards AI. By New Africa In this article, I will show how to implement a K-Nearest Neighbor classification with Tensorflow.js. TensorFlow.js is an open-source library for machine learning, capable of running in the browser or on …
How to make a GAN to generate color images.
Author(s): Pere Martra Originally published on Towards AI. In this article, we continue our journey through the exciting world of GANs and learn how Generative AI works with a Color Dataset. Image generated by Author using Dall-E-2 In the first article, we …
Introduction to Speech Recognition With TensorFlow
Author(s): Rokas Liuberskis Originally published on Towards AI. Master the basics of speech recognition with TensorFlow: Learn how to build and train models, implement real-time audio recognition, and develop practical applications This member-only story is on us. Upgrade to access all of …
Improve Performance of the Deep Neural Model (Part-1)
Author(s): Akash Dawari Originally published on Towards AI. Note: Before you start reading this article please click the below link to see the code and different visualization graphs to better understand the article and the concepts. In this article, we will discuss …
Evaluating Mode Collapse in GANs Using NDB Score
Author(s): Shashank Kumar Originally published on Towards AI. Below are a few art pieces I generated from a GAN. They aren’t striking at all, but they’re diverse. However, this is not always the case. GAN generated images The next set of images …
AnimeGAN Effect With Python
Author(s): Rokas Liuberskis Originally published on Towards AI. I’ll show you how you can easily apply the AnimeGAN effect on your media to get beautiful animated pictures, videos, or real-time camera streams This member-only story is on us. Upgrade to access all …
My Journey To Becoming a TensorFlow Certified Developer
Author(s): Pere Martra Originally published on Towards AI. Passing the TensorFlow Developer Certificate exam is a goal for many people who want to get into deep learning. I would like to explain how I managed to pass without having previous experience in …
All Types of ML Accelerators
Author(s): Luhui Hu Originally published on Towards AI. AI Engineering Comprehensive overview of machine learning accelerators from training to serving The past decade has been the era of deep learning. We are thrilled with unstopping milestones from AlphaGo to DELL-E 2 and …
Stop Using Grid Search! The Complete Practical Tutorial on Keras Tuner
Author(s): Konstantinos Poulinakis Originally published on Towards AI. Contents: This member-only story is on us. Upgrade to access all of Medium. Keras Tuner practical tutorial for automatic hyperparameter tuning of deep neural networks. An autoML tutorial. Photo by Veri Ivanova on UnsplashIntroLoad …
Function to load training data
Author(s): Hudson Ko Originally published on Towards AI. Fail to load the images as training inputs due to memory error? This 5-minute article can save you 5 hours or even more. This member-only story is on us. Upgrade to access all of …
Binary Image Classification with Tensorflow
Author(s): Andrea D’Agostino Originally published on Towards AI. Convolution This member-only story is on us. Upgrade to access all of Medium. Photo by Yan Laurichesse on Unsplash In this post, we will see how to build a binary classification model with Tensorflow …
Installing Tensorflow on Mac M1 Pro & M1 Max
Author(s): Nikos Kafritsas Originally published on Towards AI. 1. Problem installing tensorflow-deps (e.g. the grpcio package) Top highlight This member-only story is on us. Upgrade to access all of Medium. Works on regular Mac M1 too! Photo by Michail Sapiton on Unsplash …
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