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Keras

Keras

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by Glenn Prince
In this article, we'll have a look at some of the pretrained models we can use in ImageAI to start detecting people in images.
by Jesús Utrera
First article of a series of articles introducing deep learning coding in Python and Keras framework
by Sergey L. Gladkiy
In this article, we'll begin the process of how to use a deep neural network to estimate a person's age from an image.
by Keith Pijanowski
This article is the first in a series of seven articles in which we will explore the value of ONNX with respect to three popular frameworks and three popular programming languages.

Latest Articles

by Sergey L. Gladkiy
In this article we create a Docker container for this system.
by Sergey L. Gladkiy
In this article, we focus on developing and testing a face identification algorithm along with the face detection module.
by Abdulkader Helwan
In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.
by Sergey L. Gladkiy
In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.

All Articles

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Keras 

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8 Jun 2020
Glenn Prince
In this article, we'll have a look at some of the pretrained models we can use in ImageAI to start detecting people in images.
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31 May 2018
Jesús Utrera
First article of a series of articles introducing deep learning coding in Python and Keras framework
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17 Jul 2020
Sergey L. Gladkiy
In this article, we'll begin the process of how to use a deep neural network to estimate a person's age from an image.
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3 Sep 2020
Keith Pijanowski
This article is the first in a series of seven articles in which we will explore the value of ONNX with respect to three popular frameworks and three popular programming languages.
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24 Feb 2021
Sergio Virahonda
This series of articles will guide you through the steps necessary to develop a fully functional time series forecaster and anomaly detector application with AI.
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26 Feb 2021
Sergio Virahonda
In this article we talk about anomaly detection on time series data.
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18 Jun 2018
Jesús Utrera
Third article of a series of articles introducing deep learning coding in Python and Keras framework
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5 Aug 2020
Arnaldo P. Castaño
In this article we’ll put together our CNN and train it for face recognition.
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10 Sep 2020
Keith Pijanowski
In this article, I provided a brief overview of the ONNX Runtime and the ONNX format.
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29 Oct 2020
MehreenTahir
In this article we will compare training our models from scratch with more advanced and pre-trained approaches like YOLO.
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25 Feb 2021
Sergio Virahonda
In this article, we learn how to prepare time series data to be fed to machine learning (ML) and deep learning (DL) models.
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29 Mar 2021
Sergio Virahonda
In this article, I’ll go through what’s required to preprocess videos and prepare them to be fed into our models.
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18 Mar 2021
Abdulkader Helwan
In this article we evaluate VGG19 using real images taken by a phone camera.
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22 Mar 2021
Abdulkader Helwan
In this article we show you how to train the GAN for fashion design generation.
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6 Nov 2020
Arnaldo P. Castaño
In this article, we will examine a convolutional neural network for the problem of coin recognition, and we will implement one in Keras.NET.
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6 Nov 2020
Arnaldo P. Castaño
In this article we will examine the CNN we implemented for coin recognition using Keras.NET.
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16 Feb 2021
Abdulkader Helwan
In this article, we’ll discuss materials and methods for this project.
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1 Mar 2021
Sergio Virahonda
In the next article, we are going to discuss forecasting on Bitcoin time series.
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17 Mar 2021
Abdulkader Helwan
In this article we show you how to train VGG19 to recognize what people are wearing.
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22 Jul 2020
Sergey L. Gladkiy
In this article we’ll build the network we’ve designed using the Keras framework.
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16 Mar 2021
Abdulkader Helwan
In this article we’ll show you how to use transfer learning to fine-tune the VGG19 model to classify fashion clothing categories.
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25 Jan 2019
Philipp_Engelmann
Competing on kaggle.com for the first time
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21 Jul 2020
Sergey L. Gladkiy
In this article we’ll guide you through one of the most difficult steps in the DL pipeline: the CNN design.
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4 Sep 2020
Keith Pijanowski
In this article I provide a brief overview of Keras for those looking for a deep learning framework for building and training neural networks
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9 Sep 2020
Keith Pijanowski
In this article, I provided a brief overview of TensorFlow 1.0 and TensorFlow 2.0 for those looking for a deep learning framework for building and training neural networks.
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17 Feb 2021
Abdulkader Helwan
In this article, we’ll work on restructuring ResNet50 to perform the new classification task.
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18 Feb 2021
Abdulkader Helwan
In this article, we’ll fine-tune our ResNet50 model.
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22 Feb 2021
Abdulkader Helwan
In this article, we’ll show you how to build a network for Covid-19 detection from scratch.
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2 Mar 2021
Sergio Virahonda
In this article we’ll combine forecasting and detection on a live stream of Bitcoin price data.
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30 Mar 2021
Sergio Virahonda
In this article we'll build and train our models with them.
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8 Sep 2020
Keith Pijanowski
In this article I provide a brief overview of PyTorch for those looking for a deep learning framework for building and training neural networks.
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24 Mar 2021
Sergio Virahonda
In the previous article I gave a general overview of deep fakes generation and the elements involved in the process.
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25 Mar 2021
Sergio Virahonda
In this article I’ll explain the different options we can choose from to create deep fakes.
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26 Mar 2021
Sergio Virahonda
In this article we’ll start to focus on our DIY approach.
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1 Apr 2021
Sergio Virahonda
In this article I’ll show you how to train your deep fake models in the cloud with some help from Docker.
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6 Apr 2021
Sergio Virahonda
In this article, we complete the pipeline for our Deep Fakes DIY solution.
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8 Apr 2021
Sergio Virahonda
In this article we’ll explore DeepFaceLab as an alternative to our last approach.
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19 Mar 2021
Abdulkader Helwan
In this article we show you how to build a Generative Adversarial Network (GAN) for fashion design generation.
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29 Jul 2021
Sergey L. Gladkiy
In this article we create a Docker container for this system.
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26 Oct 2020
MehreenTahir
This is the first in an article series where we’re going to show how to make an AI queue length detector.
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9 Nov 2020
Arnaldo P. Castaño
To end off this series, we will present the alternative of adapting a pre-trained CNN to the coin recognition problem we have been examining all along.
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20 Nov 2020
Garretenion
In this article, I want to show an example to make a simple .NET-Core App using Keras.NET and Zalandos Fashion-mnist.
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19 Feb 2021
Abdulkader Helwan
In this article, we’ll discuss the COVID-19 detection results we’ve achieved with our model and compare these results with those of other models.
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19 Apr 2021
Martin_Rupp
In this article, we’ll train and test the model we created in the previous entry in the series.
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15 Apr 2021
Martin_Rupp
Tools and software required to build a DL-based automatic translation system
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16 Apr 2021
Martin_Rupp
In this article we’ll build our AI language translation system.
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15 Jun 2021
Abdulkader Helwan
In this article, we discuss the CycleGAN architecture.
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17 Jun 2021
Abdulkader Helwan
In this article, we train a CycleGAN with a U-Net-based generator.
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18 Jun 2021
Abdulkader Helwan
In this article, we implement a CycleGAN with a residual-based generator.
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27 Jul 2021
Abdulkader Helwan
In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.
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16 Jun 2021
Abdulkader Helwan
In this article, we implement a CycleGAN from scratch.
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13 May 2019
Daniele Fontani
A tool for managing CNN training built on django helps to understand image classification
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22 Jun 2020
Thomas Daniels
In this article, let’s dive into Keras, a high-level library for neural networks.
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2 Nov 2020
Arnaldo P. Castaño
In this series of articles we will use a deep neural network (DNN) to perform coin recognition. Specifically, we will train a DNN to recognize the coins in an image.
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30 Oct 2020
MehreenTahir
In this we’ll see if we can implement YOLO on video feeds for queue length detection.
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20 Jul 2021
Sergey L. Gladkiy
In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.
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28 Jul 2021
Sergey L. Gladkiy
In this article, we focus on developing and testing a face identification algorithm along with the face detection module.
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5 Apr 2021
Sergio Virahonda
In the next article, we talked about Google AI Platform and how to train your models there with some help from Docker containers.
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18 Jun 2018
Jesús Utrera
Second article of a series of articles introducing deep learning coding in Python and Keras framework
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17 Jun 2020
Thomas Daniels
In this article we can take a look at what libraries are available to work on AI and ML tasks.
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12 Feb 2021
Abdulkader Helwan
In this article, we introduce transfer learning and ResNet50.