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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
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.
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

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Keras 

Basic Deep Learning using Python+Keras
31 May 2018 by Jesús Utrera
First article of a series of articles introducing deep learning coding in Python and Keras framework
Python
Keras
deep-learning
Using Pretrained Models to Detect People With OpenCV and ImageAI
8 Jun 2020 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.
Python
artificial-intelligence
machine-learning
tensorflow
Keras
OpenCV
Age Estimation With Deep Learning: Getting Started
17 Jul 2020 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.
Python
artificial-intelligence
deep-learning
Keras
OpenCV
Portable Neural Networks with ONNX
3 Sep 2020 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.
Python
artificial-intelligence
Keras
machine-learning
AI Anomaly Detection on Bitcoin Time Series Data
26 Feb 2021 by Sergio Virahonda
In this article we talk about anomaly detection on time series data.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Why Use AI on Time-Series Data?
24 Feb 2021 by 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
Deep Learning using Python + Keras (Chapter 3): ResNet
18 Jun 2018 by Jesús Utrera
Third article of a series of articles introducing deep learning coding in Python and Keras framework
Python
deep-learning
Keras
machine-learning
Custom AI Face Recognition With Keras and CNN
5 Aug 2020 by 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 by Keith Pijanowski
In this article, I provided a brief overview of the ONNX Runtime and the ONNX format.
Python
C#
artificial-intelligence
Keras
AI Queue Length Detection: Object Detection in Images Using YOLO
29 Oct 2020 by 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 by 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
Running AI Fashion Classification on Real Data
18 Mar 2021 by Abdulkader Helwan
In this article we evaluate VGG19 using real images taken by a phone camera.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Preprocessing a Dataset for Deep Fakes
29 Mar 2021 by 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
Age Estimation With Deep Learning: Building CNN
22 Jul 2020 by Sergey L. Gladkiy
In this article we’ll build the network we’ve designed using the Keras framework.
Python
artificial-intelligence
deep-learning
Keras
CNN
neural-network
Deep Learning in C#: Coin Recognition in Keras.NET, Part I
6 Nov 2020 by 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.
C#
artificial-intelligence
deep-learning
Keras
neural-network
Deep Learning in C#: Coin Recognition in Keras.NET, Part II
6 Nov 2020 by Arnaldo P. Castaño
In this article we will examine the CNN we implemented for coin recognition using Keras.NET.
Python
C#
artificial-intelligence
deep-learning
Keras
neural-network
Preparing a Deep Learning Environment for COVID-19 Diagnosis
16 Feb 2021 by Abdulkader Helwan
In this article, we’ll discuss materials and methods for this project.
Python
artificial-intelligence
Keras
Jupyter
tensorflow
Preparing Data for AI Fashion Classification
16 Mar 2021 by 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
Fine-tuning VGG16 to Classify Clothing
17 Mar 2021 by 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
Training and Running a GAN for Fashion Design Generation
22 Mar 2021 by Abdulkader Helwan
In this article we show you how to train the GAN for fashion design generation.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Video Face Transfer with Deep Fakes
24 Mar 2021 by 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
Using Docker for Facial Identification
29 Jul 2021 by Sergey L. Gladkiy
In this article we create a Docker container for this system.
Python
artificial-intelligence
tensorflow
Keras
docker
Making TensorFlow Models Portable Using ONNX
9 Sep 2020 by 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
Competing on kaggle.com for the First Time
25 Jan 2019 by Philipp_Engelmann
Competing on kaggle.com for the first time
Python
machine-learning
Keras
neural-network
Age Estimation With Deep Learning: Designing CNN
21 Jul 2020 by 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 by 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 PyTorch AI Models Portable Using ONNX
8 Sep 2020 by 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
Restructuring ResNet50 to Diagnose COVID-19
17 Feb 2021 by 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 by 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 by Abdulkader Helwan
In this article, we’ll show you how to build a network for Covid-19 detection from scratch.
Python
artificial-intelligence
deep-learning
Keras
Jupyter
tensorflow
AI Forecasting and Anomaly Detection on Streaming Bitcoin Prices
2 Mar 2021 by 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
Generate New Fashion Designs with a Generative Adversarial Network (GAN)
19 Mar 2021 by 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
Approaches to Generating Deep Fakes
25 Mar 2021 by 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 by Sergio Virahonda
In this article we’ll start to focus on our DIY approach.
Python
Keras
tensorflow
Building and Training Deep Fake Autoencoders
30 Mar 2021 by Sergio Virahonda
In this article we'll build and train our models with them.
Python
Keras
tensorflow
Preparing to Train Deep Fake Models in the Cloud
1 Apr 2021 by Sergio Virahonda
In this article I’ll show you how to train your deep fake models in the cloud with some help from Docker.
Python
AWS
google-cloud
tensorflow
Keras
machine-learning
Putting it all Together: Swapping Faces with Deep Fakes
6 Apr 2021 by 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 by Sergio Virahonda
In this article we’ll explore DeepFaceLab as an alternative to our last approach.
Python
Keras
tensorflow
Converting a Style Transfer Model from TensorFlow to TensorFlow Lite
27 Jul 2021 by Abdulkader Helwan
In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.
Python
Android
Keras
tensorflow
AI Queue Length Detection: Object detection using Keras
26 Oct 2020 by 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 by 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 by 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 by 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
Tools for Building AI Language Translation Systems
15 Apr 2021 by 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 by Martin_Rupp
In this article we’ll build our AI language translation system.
Python
artificial-intelligence
Keras
tensorflow
How to Train and Test an AI Language Translation System
19 Apr 2021 by 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
Using CycleGAN for Mobile Style Transfer
15 Jun 2021 by Abdulkader Helwan
In this article, we discuss the CycleGAN architecture.
tensorflow
deep-learning
Keras
neural-network
Training a Running a Deep CycleGAN for Mobile Style Transfer
17 Jun 2021 by Abdulkader Helwan
In this article, we train a CycleGAN with a U-Net-based generator.
Python
tensorflow
deep-learning
Keras
neural-network
Building a Style Transfer CycleGAN from Scratch
18 Jun 2021 by Abdulkader Helwan
In this article, we implement a CycleGAN with a residual-based generator.
Python
deep-learning
Keras
Jupyter
neural-network
Building a Mobile Style Transfer CycleGAN with Keras
16 Jun 2021 by Abdulkader Helwan
In this article, we implement a CycleGAN from scratch.
Python
tensorflow
deep-learning
Keras
neural-network
AI Forecasting on Bitcoin Time Series Data
1 Mar 2021 by Sergio Virahonda
In the next article, we are going to discuss forecasting on Bitcoin time series.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Introduction to Face Identification
28 Jul 2021 by 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 by Daniele Fontani
A tool for managing CNN training built on django helps to understand image classification
Python
Django
image-recognition
OpenCV
Keras
image
Introduction to Keras
22 Jun 2020 by Thomas Daniels
In this article, let’s dive into Keras, a high-level library for neural networks.
CUDA
Python
artificial-intelligence
machine-learning
tensorflow
Keras
neural-network
Deep Learning in C#: Coin Detection Using OpenCV
2 Nov 2020 by 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.
C#
artificial-intelligence
deep-learning
Keras
OpenCV
Hybrid Edge AI Face Alignment
20 Jul 2021 by Sergey L. Gladkiy
In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.
artificial-intelligence
face-detection
Raspberry-Pi
tensorflow
deep-learning
algorithm
AI Queue Length Detection: Object Detection in Video Using YOLO
30 Oct 2020 by MehreenTahir
In this we’ll see if we can implement YOLO on video feeds for queue length detection.
Python
artificial-intelligence
Keras
OpenCV
Cat or Not - An Image Classifier using Python and Keras
30 Apr 2019 by Ryan Peden
A code-first introduction to neural networks
Python
artificial-intelligence
neural-network
nvidia
tensorflow
Keras
OpenCV
Spam Classification using Python and Keras
26 Feb 2018 by Markus Glagla
How to prepare training and test data, define a simple neural network model, train and test it
Python
Keras
Building a Docker Container to Train Deep Fake Autoencoders
5 Apr 2021 by 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.
Python
tensorflow
Keras
docker
Basic Deep Learning using Python+Keras. Chapter 2
18 Jun 2018 by Jesús Utrera
Second article of a series of articles introducing deep learning coding in Python and Keras framework
Python
tensorflow
deep-learning
Keras
machine-learning
Python AI and Machine Learning Libraries
17 Jun 2020 by Thomas Daniels
In this article we can take a look at what libraries are available to work on AI and ML tasks.
Python
artificial-intelligence
machine-learning
Keras
NLTK
OpenCV
COVID-19 Diagnosis with Deep Learning
12 Feb 2021 by Abdulkader Helwan
In this article, we introduce transfer learning and ResNet50.
Python
artificial-intelligence
Keras
Jupyter
tensorflow


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