This article provides a comprehensive guide to TensorFlow 2.x, covering its execution modes, model building APIs, and insights for choosing the right approach for machine learning projects.

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Python

Data Science - Journey through Life Cycles. Part 1

26 Nov 2019 by @Abdul Azeez Thekkekandy

This article explores Data Science lifecycles - Business Understanding, Data Understanding and Data Preparation

Python

SQL

cloud

Azure

machine-learning

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

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 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

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

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

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

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

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

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

Building a Mobile Style Transfer CycleGAN with Keras

16 Jun 2021 by Abdulkader Helwan

In this article, we implement a CycleGAN from scratch.

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.

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.

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.

Adding an AI Style Transfer TensorFlow Lite Model to an Android App

28 Jul 2021 by Abdulkader Helwan

In this article, we show you how to set up an Android Studio environment that is suitable for loading and running our .tflite model.

Discovering Tensorflow

23 Dec 2018 by Abhishek Nandy

Unravelling Tensorflow as Never done before...breaking simple things

Python

Building User Interfaces for Robotics with VTK - Part 1

23 Sep 2014 by AD Colab Group

This set of tutorials demonstrate how to use the Visualization ToolKit (VTK) to develop robotics user interfaces.

Building User Interfaces for Robotics with VTK - Part 2a

30 Sep 2014 by AD Colab Group

In the 2nd article in this thread, we start building out the 3D environment for the robots using the Visualization ToolKit (VTK).

Building User Interfaces for Robotics with VTK - Part 2b

26 Oct 2014 by AD Colab Group

The continuation of the 2nd article, we look at the 3D environment and some more involved Visualization ToolKit (VTK) topics.

Thinking, Consciousness and a Model of Intelligence

20 Dec 2017 by Adrian Pirvu

Neural Patterns model for new thinking machines

Python

artificial-intelligence

From Machine Learning to Machine Cognition

15 Jul 2019 by Adrian Pirvu

A Roadmap to Intelligence

Python

artificial-intelligence

Single Page Apps with Flask and Angular 4|5 Tutorial Series

8 Apr 2018 by Ahmed Bouchefra

Single page apps with Flask and Angular 4|5 tutorial series

Python

Linux

AngularJs

Creating a Chatbot using Amazon Lex Service

25 Jan 2019 by Akhil Mittal

Creating a real-time chatbot using Amazon Lex Services and deploying the bot over Facebook messenger

Configuration Files in Python

9 Dec 2021 by Akhil Mittal

Create a config file; add, update and delete a configuration, and read a configuration in a Python app

Python

config

Pebble "Code Wizard"

8 Oct 2015 by allan175_uk

Creating customized Pebble projects

Python

smartwatch

Analyzing 200 years of climate data using SAP HANA and Amazon SageMaker

4 Nov 2019 by Allister Beharry

Using data from the Global Historical Climatology Network project we can crunch, analyze, and make predictions using gigabytes of numeric climate data collected over two centuries with the SAP HANA in-memory database and Amazon SageMaker hosted Jupyter notebooks.

Why Use AI for Traffic Speed Detection?

13 Jan 2021 by Allister Beharry

This article series will show you how to build a reasonably accurate traffic speed detector using nothing but Deep Learning, and run it on an edge device like a Raspberry Pi.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

Choosing Hardware for AI Traffic Speed Detection

14 Jan 2021 by Allister Beharry

In this article, we select hardware components for our AI/Pi-based solution and assemble them into a functional system.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

Preparing Hardware for AI Traffic Speed Detection

15 Jan 2021 by Allister Beharry

In this article, we’ll go through installation of the operating system on the Pi, securing it, and configuring it for remote access over WiFi.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

Setting Up a Development Environment for AI Traffic Speed Detection

18 Jan 2021 by Allister Beharry

In this article, we set up a development environment on Windows 10 for cross-platform computer vision and machine learning projects to run on our Pi device.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

Vehicle Detection with TrafficCV

19 Jan 2021 by Allister Beharry

In this article, we have a look at the details of the TrafficCV implementation and the various object detection models to use for detecting vehicles and calculating their speed.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

More AI Traffic Speed Detection With TrafficCV

20 Jan 2021 by Allister Beharry

In this article, we focus on developing a computer vision framework that can run the various Machine Learning and neural network models – like SSD MobileNet – on live and recorded vehicle traffic videos.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

Optimizing the AI Traffic Speed Detector

27 Jan 2021 by Allister Beharry

In this article, we explore the different ways of measuring vehicle speed and the different Deep Learning models for object detection that can be used in our TrafficCV program.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

Completing the AI Traffic Speed Detector

22 Jan 2021 by Allister Beharry

In this we discuss improvements we can make to the software in terms of performance or accuracy. We also compare our homebrew open-source system to commercial vehicle speed detection systems.

Python

artificial-intelligence

deep-learning

Raspberry-Pi

The Dew Review - Aspose.Cells for .NET

26 Sep 2014 by Alvin Ashcraft

Last June, I reviewed the Aspose.Email for .NET component and demonstrated how to work with email messages in PST files or via IMAP. Well, I am back again for a look at another Aspose package. This one is Aspose.Cells for .NET.

An Interesting Problem in the History of Probability

6 Jun 2018 by Amarnath S

A historical problem in Probability with apparent and correct solutions, along with its Python simulation

Python

CrashRptEx - An Extension to the CrashRpt Crash Reporting System

23 May 2018 by Andreas Schoenle

How to use CrashRptEx, to avoid some of the pitfalls of crash reporting in MFC apps or if you want the ability to continue your application after a crash

Command Line Tool and C# Class for Uploading Videos on Vimeo

23 Aug 2019 by Andreask84

A command line tool and a simple C# class with a complete set of functions to easily upload videos on Vimeo

Capturing Images from Camera using Python and DirectShow

13 Jan 2019 by Andreask84

In this article, I propose a simple application written entirely in Python that allows you to capture images from a camera using DirectShow and to perform simple processing on them using OpenCV.

jupyter.net Client: A C# Library to Interact with Jupyter Kernels

19 Feb 2020 by Andreask84

A description of jupyter.net client: a C# library for interacting with Jupyter kernels

Python

Build a Raspberry Pi powersupply with Digispark Attiny85

28 Dec 2016 by Andrew Lai

Power on, safe shutdown and power cut-off for Raspberry Pi

Python

Arduino

Raspberry-Pi

Remote controlled LED / Weather Station / Message Display (Part 1 - Raspberry Pi)

4 Jan 2017 by Andrew Lai

A small project to give my son a great surprise

Building Applications for Google Glass

7 Apr 2015 by Android on Intel

This article discusses design considerations for building apps for Glass and how to build hybrid glass applications using the Mirror API and GDK.

Developing C++ Android NDK Games using Linderdaum Engine on Intel® Architecture

6 Jul 2015 by Android on Intel

Linderdaum Engine is an open source, purely object-oriented 3D gaming engine for Microsoft Windows, Google Android, and BlackBerry OS 10 written in C++.

Using Gesture Recognition as Differentiation Feature on Android

13 Jul 2015 by Android on Intel

In the paper, we will introduce how to get useful information from sensor data, and then we will use an Intel Context Sensing SDK example to demonstrate flick detect, shake detect, glyph detect.

Calculating the Nth Prime Number

3 Feb 2018 by Andy Bantly

How to calculate the Nth prime number

Python

NAT traversal for Software Developers

1 Aug 2017 by Andy Galluzzi

NAT traversal for Software Developers

Python

TCP/IP

Face Detection with AI

31 Jul 2020 by Arnaldo P. Castaño

In this article, we go over the steps to detect faces in an image.

Python

artificial-intelligence

CNN

machine-learning

Preparing a Dataset for AI Face Recognition

4 Aug 2020 by Arnaldo P. Castaño

In this article, we’ll talk about preparing a dataset for feeding the correct data to a CNN.

Python

artificial-intelligence

CNN

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

AI Face Recognition with a Pre-Trained Model

6 Aug 2020 by Arnaldo P. Castaño

In this article we’ll adapt the VGG16 model.

Python

artificial-intelligence

CNN

machine-learning

Deep Learning Text-to-Speech

7 Aug 2020 by Arnaldo P. Castaño

In this article we focus on the Text-to-Speech with the use of Deep Learning.

Python

artificial-intelligence

deep-learning

CNN

machine-learning

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

artificial-intelligence

deep-learning

Keras

neural-network

Embedding Python program in a C/C++ code

21 Sep 2014 by arnavguddu

How to Embed Python interpreter in your C/C++ code and dynamically change the code path of compiled native code.

Naїve Bayesian Anti-Spam Filter Using Node.JS, JavaScript And Ajax Requests

11 Mar 2018 by Arthur V. Ratz

In this article we’ll formulate and thoroughly discuss about probabilistic Bayesian classification algorithm and its implementation in Node.JS and JavaScript that can be actively used to detect and locate messages containing potential spam and other unsolicited data.

Javascript

Linux

Windows

artificial-intelligence

Dev

Architect

web_application

Dockerize A Simple Web-Application Created By Using Python, Flask and PostgreSQL

24 Aug 2018 by Arthur V. Ratz

Create a Python web-app using Flask and PostgreSQL server, and run it in Docker

Deploy Node.js Application Running on Microsoft IIS 10 To Docker's Windows Server Core 2016 Containers

1 Sep 2018 by Arthur V. Ratz

In this brief article, we will demonstrate how to deploy a Node.js application and run it on Docker's Windows Server Core 2016 Containers

Integrate SAP-HANA EML Library And TensorFlow Model Server (TMS) To Predict S&P 500 Index: Part 1: Install and Configure SAP-HANA

8 Sep 2019 by Arthur V. Ratz

How to properly install and configure SAP-HANA and TensorFlow Model Server to predict the S&P 500 Index

artificial-intelligence

Design

Architect

Integrate SAP-HANA EML Library And TensorFlow Model Server (TMS) To Predict S&P 500 Index: Part 2: Build and Export TensorFlow Model

14 Sep 2019 by Arthur V. Ratz

How to create and export TensorFlow S&P 500 Index prediction model and serve it using TensorFlow Model Server

artificial-intelligence

Architect

Integrate SAP-HANA EML Library And TensorFlow Model Server (TMS) to Predict S&P 500 Index: Part 3: Predict S&P 500 Index Using EML Library

29 Sep 2019 by Arthur V. Ratz

How to predict S&P 500 Index on the SAP-HANA SQL-engine backend using EML library

artificial-intelligence

Design

Architect

Can QR Decomposition Be Actually Faster? Schwarz-Rutishauser Algorithm

3 Jan 2022 by Arthur V. Ratz

Optimizing the performance of the large-sized matrices QR factorization and eigendecomposition, using Schwarz-Rutishauser algorithm

An Optimal Wagner-Fischer Algorithm For Approximate Strings Matching In Python And NumPy

16 Sep 2022 by Arthur V. Ratz

Compute the Levenshtein distance of literal strings effectively by using the Wagner-Fischer (two matrix rows-based) algorithm.

Customize payment solutions with the new, streamlined API from Authorize.Net

16 Apr 2018 by Authorize.Net

The Authorize.Net API makes it easy to create, capture, refund and void secure payment transactions. Offering both XML or JSON, it works well with Ruby, Node.js, Python, and many other languages. The streamlined API also has the bandwidth to accept payments in every environment.

Large Collections in Native and Managed Code (VB, C++, C#) - Part I

26 Mar 2017 by Aydin Homay

In this article, I tried to show a real benchmark based on presser test method, for a Big Data collection deals on C++, C#, and VB.NET.

Data Visualization using Matplotlib

24 Apr 2019 by Azim Zahir

This article demonstrates Data Visualization using Matplotlib library of Python.

KMeans and MeanShift Clustering in Python

28 Oct 2019 by Azim Zahir

KMeans and MeanShift Clustering using sklearn and scipy

Django Development on Android using Pydroid

5 May 2020 by Azim Zahir

Creating a Django app using Pydroid Android app

Python

HTML

Android

Linear Regression with Tkinter

1 Sep 2021 by Azim Zahir

Demonstration of Linear Regression using Tkinter GUI

Python

Design

Creating User Interfaces in Python using PySimpleGUI

26 Oct 2021 by Azim Zahir

This article demonstrates creating user-interfaces using PySimpleGUI.

Python

GUI

Reverse Polish Notation (RPN) Calculator in Python

9 Nov 2022 by Azim Zahir

How to create a Reverse Polish Notation (RPN) Calculator using Python

Python

calculator

Visualize Binary Search Tree using Python, Tkinter and Graphviz

21 Feb 2024 by Azim Zahir

Visualizing a Binary Search Tree using Python, Tkinter and Graphviz

Python

Tkinter

ANNdotNET v1.0 Has Been Released

14 Oct 2018 by Bahrudin Hrnjica

ANNdotNET v1.0 has been released

Scripted Business Rules with .NET and IronPython, Part 1

28 May 2015 by beep

Introduction to the Aim framework for dynamic scripting

WPF and IronPython Business Rules - Part 2

9 Jun 2015 by beep

A full WPF sample application demonstrating IronPython business rules

Modal Analysis of Plane Truss using Python

3 Sep 2018 by Bhairav Thakkar

Basic modal analysis for dynamic response of structures in Python

C or C++ Console Program Code Generator

21 Feb 2019 by Bill_Hallahan

The following program is a code generator that generates a C program or a C++ program that has auto-generated parsing code.

Python

C++

Single Page Application with .NET MVC and AngularJS

14 Sep 2014 by Brian Kwak

Main content pages use AngularJS to display, and MVC .NET authorization is used for user validation

Notification of Run-Time Errors with Raygun

13 Apr 2015 by Bruno Terkaly

Raygun is a notification mechanism for run-time errors that is easy to plug into different languages and environments

Palindromes - Fun with Words: Part 1

18 Jun 2018 by charles922

Games/Fun with Programming

Python

.NET

VS2015

Object Detection with an IP Camera using Python and CodeProject.AI Server

17 Oct 2022 by Chris Maunder

The first in a two-part series on detecting objects and evil rodents

Python

artificial-intelligence

object-detection

CodeProject.AI

Object Detection with an IP Camera using Python and CodeProject.AI Server, Part 2

23 May 2023 by Chris Maunder

The second in a two-part series on detecting objects and evil rodents

Python

artificial-intelligence

object-detection

CodeProject.AI

CodeProject.AI Module creation: A full walkthrough in Python

15 Feb 2024 by Chris Maunder

The full walkthrough of a bare bones module for CodeProject.AI using Python

Python

artificial-intelligence

CodeProject.AI

mlops

Performing Object Detection on a video file using CodeProject.AI Server

9 Apr 2024 by Chris Maunder

Learn how to process a video file offline using CodeProject.AI Server

Python

object-detection

CodeProject.AI

The High-Governance of No-Framework - Part 2

18 Jun 2016 by Chris Solutions

The implementation of a no-framework client application using high-level developer governance.

Audio Chat for Quite Good Privacy (AC4QGP)

6 Mar 2021 by Clark Fieseln

Chat using "enhanced" end-to-end-encryption and modulation of audio signal in isolated device, ensuring privacy, anonymity and cybersecurity.

Audio Steganography for Pretty Good Concealing (AS4PGC)

25 Sep 2021 by Clark Fieseln

Compress, encrypt and hide a secret file inside an audio file (MP3, WAV, OGG, FLAC, ..)

FPGA Hardware Simulation Framework (FPGA_HW_SIM_FWK)

11 Jan 2023 by Clark Fieseln

Simulate hardware containing an FPGA programmed in VHDL interactively

IP Radar 2 - Real-Time Detection and Defense

5 Feb 2024 by Clark Fieseln

Protect your privacy against malicious network activity and policy violations

Introduction to Genetic Algorithms with Python - Hello World!

6 Jun 2016 by Clinton Sheppard

A hands-on, step-by-step introduction to machine learning with genetic algorithms using Python.

Jumpstart Your AI Journey: Building Your First Intelligent App with Azure AI and AKS

13 Oct 2023 by Cloud Native Apps Team

In this first article of our hands-on series, we’ll delve into creating an Intelligent App that leverages Azure AI Vision to analyze images and extract data.

Python

artificial-intelligence

Jumpstart Your AI Journey: Building Your First Intelligent App with Azure AI and AKS - Part 2

16 Oct 2023 by Cloud Native Apps Team

In the last article, we created an Intelligent App that leverages Azure AI Vision to analyze images and extract data. We developed an API to perform optical character recognition (OCR) on uploaded images and tested this API locally.

Python

artificial-intelligence

Azure

Powering Intelligent Apps with a Multi-Model Database Using Azure Cosmos DB and Azure Kubernetes Service

17 Oct 2023 by Cloud Native Apps Team

In topic 2 of our series, we explore the power of multi-model databases for Intelligent Apps and their integration with Azure Cosmos DB and Azure Kubernetes Service (AKS).

Python

artificial-intelligence

Azure

Scaling Intelligent Apps on Azure Kubernetes Services

18 Oct 2023 by Cloud Native Apps Team

In the final part of our series, we’ll dive into how to harness AKS’ powerful features like auto-scaling and high availability to manage variable workloads and maintain continuous service.

Python

Azure

Kubernetes

Taking Intelligent Apps to the Next Level: Implementing Advanced Features with Azure Machine Learning: Part 2

25 Oct 2023 by Cloud Native Apps Team

In this four-part series, you’ll learn how to create an Intelligent App with Azure Container Apps. In this fourth and final part, you’ll explore how to integrate a custom model into your Intelligent Apps, enhancing the application’s features with specialized AI.

Python

artificial-intelligence

Azure

machine-learning

360 Image Web Gallery with Django and A-Frame

3 Jul 2019 by Cloudster