Microsoft.ML.ImageAnalytics 1.0.0-preview

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.
There is a newer version of this package available.
See the version list below for details.
dotnet add package Microsoft.ML.ImageAnalytics --version 1.0.0-preview
NuGet\Install-Package Microsoft.ML.ImageAnalytics -Version 1.0.0-preview
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="1.0.0-preview" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add Microsoft.ML.ImageAnalytics --version 1.0.0-preview
#r "nuget: Microsoft.ML.ImageAnalytics, 1.0.0-preview"
#r directive can be used in F# Interactive, C# scripting and .NET Interactive. 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=1.0.0-preview&prerelease

// Install Microsoft.ML.ImageAnalytics as a Cake Tool
#tool nuget:?package=Microsoft.ML.ImageAnalytics&version=1.0.0-preview&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
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 (15)

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.


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

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.


.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
2.0.1-preview.22573.9 133 11/24/2022
2.0.0 3,555 11/8/2022
2.0.0-preview.22551.1 111 11/1/2022
2.0.0-preview.22313.1 4,203 6/14/2022
1.7.1 233,896 3/9/2022
1.7.0 50,645 11/9/2021 390 10/22/2021
1.6.0 32,968 7/15/2021
1.5.5 46,648 3/4/2021
1.5.4 20,998 12/17/2020
1.5.2 51,168 9/11/2020
1.5.1 21,873 7/11/2020
1.5.0 24,957 5/26/2020
1.5.0-preview2 17,379 3/12/2020
1.5.0-preview 17,398 12/26/2019
1.4.0 134,131 11/5/2019
1.4.0-preview2 3,777 10/8/2019
1.4.0-preview 3,727 8/30/2019
1.3.1 11,403 8/6/2019
1.2.0 33,459 7/3/2019
1.1.0 13,154 6/4/2019
1.0.0 6,922 5/2/2019
1.0.0-preview 2,110 4/2/2019
0.11.0 1,356 3/6/2019
0.10.0 5,024 2/5/2019
0.9.0 1,854 1/8/2019
0.8.0 1,186 12/4/2018
0.7.0 3,098 11/6/2018
0.6.0 4,271 10/2/2018
0.5.0 1,126 9/5/2018
0.4.0 4,690 8/7/2018