Keras

Great Reads

Using Pretrained Models to Detect People With OpenCV and ImageAI

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.

Basic Deep Learning using Python+Keras

by Jesús Utrera

First article of a series of articles introducing deep learning coding in Python and Keras framework

Age Estimation With Deep Learning: Getting Started

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.

Portable Neural Networks with ONNX

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

Using Docker for Facial Identification

by Sergey L. Gladkiy

In this article we create a Docker container for this system.

Introduction to Face Identification

by Sergey L. Gladkiy

In this article, we focus on developing and testing a face identification algorithm along with the face detection module.

Converting a Style Transfer Model from TensorFlow to TensorFlow Lite

by Abdulkader Helwan

In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.

Hybrid Edge AI Face Alignment

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

top

Keras

Using Pretrained Models to Detect People With OpenCV and ImageAI

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.

Python

artificial-intelligence

machine-learning

tensorflow

Keras

OpenCV

Basic Deep Learning using Python+Keras

31 May 2018

Jesús Utrera

First article of a series of articles introducing deep learning coding in Python and Keras framework

Python

Keras

deep-learning

Age Estimation With Deep Learning: Getting Started

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.

Python

artificial-intelligence

deep-learning

Keras

OpenCV

Portable Neural Networks with ONNX

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.

Python

artificial-intelligence

Keras

machine-learning

Why Use AI on Time-Series Data?

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.

Python

artificial-intelligence

Keras

AI Anomaly Detection on Bitcoin Time Series Data

26 Feb 2021

Sergio Virahonda

In this article we talk about anomaly detection on time series data.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Deep Learning using Python + Keras (Chapter 3): ResNet

18 Jun 2018

Jesús Utrera

Third article of a series of articles introducing deep learning coding in Python and Keras framework

Custom AI Face Recognition With Keras and CNN

5 Aug 2020

Arnaldo P. Castaño

In this article we’ll put together our CNN and train it for face recognition.

Python

artificial-intelligence

Keras

CNN

machine-learning

Using Portable ONNX AI Models in C#

10 Sep 2020

Keith Pijanowski

In this article, I provided a brief overview of the ONNX Runtime and the ONNX format.

Python

artificial-intelligence

Keras

AI Queue Length Detection: Object Detection in Images Using YOLO

29 Oct 2020

MehreenTahir

In this article we will compare training our models from scratch with more advanced and pre-trained approaches like YOLO.

Python

artificial-intelligence

Keras

OpenCV

Preprocessing Time Series Data for AI Forecasting and Anomaly Detection

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.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Preprocessing a Dataset for Deep Fakes

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.

Python

Keras

tensorflow

Running AI Fashion Classification on Real Data

18 Mar 2021

Abdulkader Helwan

In this article we evaluate VGG19 using real images taken by a phone camera.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Training and Running a GAN for Fashion Design Generation

22 Mar 2021

Abdulkader Helwan

In this article we show you how to train the GAN for fashion design generation.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Deep Learning in C#: Coin Recognition in Keras.NET, Part I

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.

artificial-intelligence

deep-learning

Keras

neural-network

Deep Learning in C#: Coin Recognition in Keras.NET, Part II

6 Nov 2020

Arnaldo P. Castaño

In this article we will examine the CNN we implemented for coin recognition using Keras.NET.

Python

artificial-intelligence

deep-learning

Keras

neural-network

Preparing a Deep Learning Environment for COVID-19 Diagnosis

16 Feb 2021

Abdulkader Helwan

In this article, we’ll discuss materials and methods for this project.

Python

artificial-intelligence

Keras

Jupyter

tensorflow

AI Forecasting on Bitcoin Time Series Data

1 Mar 2021

Sergio Virahonda

In the next article, we are going to discuss forecasting on Bitcoin time series.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Fine-tuning VGG16 to Classify Clothing

17 Mar 2021

Abdulkader Helwan

In this article we show you how to train VGG19 to recognize what people are wearing.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Age Estimation With Deep Learning: Building CNN

22 Jul 2020

Sergey L. Gladkiy

In this article we’ll build the network we’ve designed using the Keras framework.

Python

artificial-intelligence

Preparing Data for AI Fashion Classification

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.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Competing on kaggle.com for the First Time

25 Jan 2019

Philipp_Engelmann

Competing on kaggle.com for the first time

Age Estimation With Deep Learning: Designing CNN

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.

artificial-intelligence

deep-learning

Keras

neural-network

Making Keras Models Portable Using ONNX

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

Python

artificial-intelligence

Keras

machine-learning

Making TensorFlow Models Portable Using ONNX

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.

Python

artificial-intelligence

Keras

tensorflow

Restructuring ResNet50 to Diagnose COVID-19

17 Feb 2021

Abdulkader Helwan

In this article, we’ll work on restructuring ResNet50 to perform the new classification task.

Python

artificial-intelligence

Keras

Jupyter

tensorflow

Fine-tuning ResNet50 to Diagnose COVID-19

18 Feb 2021

Abdulkader Helwan

In this article, we’ll fine-tune our ResNet50 model.

Python

artificial-intelligence

Keras

Jupyter

tensorflow

COVID-19 Diagnosis Using ResNet50 Transfer Learning: Building a DL Network from Scratch

22 Feb 2021

Abdulkader Helwan

In this article, we’ll show you how to build a network for Covid-19 detection from scratch.

Python

artificial-intelligence

AI Forecasting and Anomaly Detection on Streaming Bitcoin Prices

2 Mar 2021

Sergio Virahonda

In this article we’ll combine forecasting and detection on a live stream of Bitcoin price data.

Python

artificial-intelligence

tensorflow

Keras

neural-network

Building and Training Deep Fake Autoencoders

30 Mar 2021

Sergio Virahonda

In this article we'll build and train our models with them.

Python

Keras

tensorflow

Making PyTorch AI Models Portable Using ONNX

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.

Python

artificial-intelligence

Keras

Video Face Transfer with Deep Fakes

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.

Python

Keras

tensorflow

Approaches to Generating Deep Fakes

25 Mar 2021

Sergio Virahonda

In this article I’ll explain the different options we can choose from to create deep fakes.

Python

Keras

tensorflow

Using Autoencoders for Deep Fake Generation

26 Mar 2021

Sergio Virahonda

In this article we’ll start to focus on our DIY approach.

Python

Keras

tensorflow

Preparing to Train Deep Fake Models in the Cloud

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.

Putting it all Together: Swapping Faces with Deep Fakes

6 Apr 2021

Sergio Virahonda

In this article, we complete the pipeline for our Deep Fakes DIY solution.

Python

Keras

tensorflow

DeepFaceLab: A Pre-Packaged Alternative DIY Deep Fakes

8 Apr 2021

Sergio Virahonda

In this article we’ll explore DeepFaceLab as an alternative to our last approach.

Python

Keras

tensorflow

Generate New Fashion Designs with a Generative Adversarial Network (GAN)

19 Mar 2021

Abdulkader Helwan

In this article we show you how to build a Generative Adversarial Network (GAN) for fashion design generation.

Python

artificial-intelligence

tensorflow

Keras

neural-network

AI Queue Length Detection: Object detection using Keras

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.

Python

artificial-intelligence

Keras

neural-network

Deep Learning in C#: Coin Recognition with a Pre-Trained Model in ML.NET

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.

artificial-intelligence

machine-learning

Keras

neural-network

Starting with Keras.NET in C# - Train Your First Model

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.

.NET-Core

.NET

artificial-intelligence

Keras

COVID-19 Diagnosis Results with Deep Learning and ResNet50

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.

Python

artificial-intelligence

Keras

Jupyter

tensorflow

How to Train and Test an AI Language Translation System

19 Apr 2021

Martin_Rupp

In this article, we’ll train and test the model we created in the previous entry in the series.

Python

artificial-intelligence

Keras

Tools for Building AI Language Translation Systems

15 Apr 2021

Martin_Rupp

Tools and software required to build a DL-based automatic translation system

Python

artificial-intelligence

deep-learning

Keras

tensorflow

Building AI Language Translation with TensorFlow and Keras

16 Apr 2021

Martin_Rupp

In this article we’ll build our AI language translation system.

Python

artificial-intelligence

Keras

tensorflow

Using CycleGAN for Mobile Style Transfer

15 Jun 2021

Abdulkader Helwan

In this article, we discuss the CycleGAN architecture.

Training a Running a Deep CycleGAN for Mobile Style Transfer

17 Jun 2021

Abdulkader Helwan

In this article, we train a CycleGAN with a U-Net-based generator.

Building a Style Transfer CycleGAN from Scratch

18 Jun 2021

Abdulkader Helwan

In this article, we implement a CycleGAN with a residual-based generator.

Using Docker for Facial Identification

29 Jul 2021N

Sergey L. Gladkiy

In this article we create a Docker container for this system.

Python

artificial-intelligence

tensorflow

Keras

docker

Converting a Style Transfer Model from TensorFlow to TensorFlow Lite

27 Jul 2021N

Abdulkader Helwan

In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.

Building a Mobile Style Transfer CycleGAN with Keras

16 Jun 2021

Abdulkader Helwan

In this article, we implement a CycleGAN from scratch.

Introduction to Face Identification

28 Jul 2021N

Sergey L. Gladkiy

In this article, we focus on developing and testing a face identification algorithm along with the face detection module.

Python

artificial-intelligence

Keras

algorithm

Keras UI: A GUI to Manage Image Classification

13 May 2019

Daniele Fontani

A tool for managing CNN training built on django helps to understand image classification

Introduction to Keras

22 Jun 2020

Thomas Daniels

In this article, let’s dive into Keras, a high-level library for neural networks.

CUDA

Python

artificial-intelligence

Deep Learning in C#: Coin Detection Using OpenCV

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.

artificial-intelligence

deep-learning

Keras

OpenCV

AI Queue Length Detection: Object Detection in Video Using YOLO