Microsoft.ML.ImageAnalytics 3.0.0-preview.22621.2

The ID prefix of this package has been reserved for one of the owners of this package by Prefix Reserved
.NET Standard 2.0
This is a prerelease version of Microsoft.ML.ImageAnalytics.
dotnet add package Microsoft.ML.ImageAnalytics --version 3.0.0-preview.22621.2
NuGet\Install-Package Microsoft.ML.ImageAnalytics -Version 3.0.0-preview.22621.2
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<PackageReference Include="Microsoft.ML.ImageAnalytics" Version="3.0.0-preview.22621.2" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add Microsoft.ML.ImageAnalytics --version 3.0.0-preview.22621.2
#r "nuget: Microsoft.ML.ImageAnalytics, 3.0.0-preview.22621.2"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.
// Install Microsoft.ML.ImageAnalytics as a Cake Addin
#addin nuget:?package=Microsoft.ML.ImageAnalytics&version=3.0.0-preview.22621.2&prerelease

// Install Microsoft.ML.ImageAnalytics as a Cake Tool
#tool nuget:?package=Microsoft.ML.ImageAnalytics&version=3.0.0-preview.22621.2&prerelease

ML.NET component for Image support

Product Versions
.NET net5.0 net5.0-windows net6.0 net6.0-android net6.0-ios net6.0-maccatalyst net6.0-macos net6.0-tvos net6.0-windows net7.0 net7.0-android net7.0-ios net7.0-maccatalyst net7.0-macos net7.0-tvos net7.0-windows
.NET Core netcoreapp2.0 netcoreapp2.1 netcoreapp2.2 netcoreapp3.0 netcoreapp3.1
.NET Standard netstandard2.0 netstandard2.1
.NET Framework net461 net462 net463 net47 net471 net472 net48 net481
MonoAndroid monoandroid
MonoMac monomac
MonoTouch monotouch
Tizen tizen40 tizen60
Xamarin.iOS xamarinios
Xamarin.Mac xamarinmac
Xamarin.TVOS xamarintvos
Xamarin.WatchOS xamarinwatchos
Compatible target framework(s)
Additional computed target framework(s)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (17)

Showing the top 5 NuGet packages that depend on Microsoft.ML.ImageAnalytics:

Package Downloads
Microsoft.ML.AutoML The ID prefix of this package has been reserved for one of the owners of this package by

ML.NET AutoML: Optimizes an ML pipeline for your dataset, by automatically locating the best feature engineering, model, and hyperparameters


Application Component for the Alliance Business Suite.

Microsoft.ML.StaticPipe The ID prefix of this package has been reserved for one of the owners of this package by

ML.NET component for a statically typed API.


VoiceNET.Lib.WebAPI is an extension of VoiceNET.Library that supports Web API.


.NET Library makes it easy and fast to create Voice Command Control functionality. It helps develop voice control in real-time on software or the web. It free supports online and offline use.

GitHub repositories (8)

Showing the top 5 popular GitHub repositories that depend on Microsoft.ML.ImageAnalytics:

Repository Stars
Sample code referenced by the .NET documentation
Damselfly is a server-based Photograph Management app. The goal of Damselfly is to index an extremely large collection of images, and allow easy search and retrieval of those images, using metadata such as the IPTC keyword tags, as well as the folder and file names. Damselfly includes support for object/face detection, and face-recognition.
CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic Encryptions and its applications). This project demonstrates the use of Homomorphic Encryption for outsourcing neural-network predictions. The scenario in mind is a provider that would like to provide Prediction as a Service (PaaS) but the data for which predictions are needed may be private. This may be the case in fields such as health or finance. By using CryptoNets, the user of the service can encrypt their data using Homomorphic Encryption and send only the encrypted message to the service provider. Since Homomorphic Encryptions allow the provider to operate on the data while it is encrypted, the provider can make predictions using a pre-trained Neural-Network while the data remains encrypted throughout the process and finaly send the prediction to the user who can decrypt the results. During the process the service provider does not learn anything about the data that was used, the prediction that was made or any intermediate result since everything is encrypted throughout the process. This project uses the Simple Encrypted Arithmetic Library SEAL version 3.2.1 implementation of Homomorphic Encryption developed in Microsoft Research.
Azure Stream Analytics
A .NET image and video classifier used to identify explicit/pornographic content written in C#.
Version Downloads Last updated
3.0.0-preview.22621.2 1,061 12/22/2022
2.0.1 9,964 2/1/2023
2.0.1-preview.22573.9 822 11/24/2022
2.0.0 15,569 11/8/2022
2.0.0-preview.22551.1 144 11/1/2022
2.0.0-preview.22313.1 5,256 6/14/2022
1.7.1 390,114 3/9/2022
1.7.0 61,777 11/9/2021 410 10/22/2021
1.6.0 35,775 7/15/2021
1.5.5 51,423 3/4/2021
1.5.4 21,408 12/17/2020
1.5.2 56,331 9/11/2020
1.5.1 22,819 7/11/2020
1.5.0 27,738 5/26/2020
1.5.0-preview2 17,885 3/12/2020
1.5.0-preview 18,742 12/26/2019
1.4.0 135,882 11/5/2019
1.4.0-preview2 3,799 10/8/2019
1.4.0-preview 3,754 8/30/2019
1.3.1 11,595 8/6/2019
1.2.0 33,819 7/3/2019
1.1.0 13,652 6/4/2019
1.0.0 6,999 5/2/2019
1.0.0-preview 2,125 4/2/2019
0.11.0 1,397 3/6/2019
0.10.0 5,064 2/5/2019
0.9.0 1,897 1/8/2019
0.8.0 1,211 12/4/2018
0.7.0 3,127 11/6/2018
0.6.0 4,298 10/2/2018
0.5.0 1,157 9/5/2018
0.4.0 4,997 8/7/2018