Microsoft.ML.ImageAnalytics 4.0.0-preview.24522.7

Prefix Reserved
.NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher.
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There is a newer version of this package available.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 4.0.0-preview.24522.7                

                    
                

            
NuGet\Install-Package Microsoft.ML.ImageAnalytics -Version 4.0.0-preview.24522.7
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="4.0.0-preview.24522.7" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add Microsoft.ML.ImageAnalytics --version 4.0.0-preview.24522.7                

                    
                

            
#r "nuget: Microsoft.ML.ImageAnalytics, 4.0.0-preview.24522.7"
#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=4.0.0-preview.24522.7&prerelease

// Install Microsoft.ML.ImageAnalytics as a Cake Tool
#tool nuget:?package=Microsoft.ML.ImageAnalytics&version=4.0.0-preview.24522.7&prerelease

About

ML.NET is a cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers.

For more information, see the ML.NET documentation.

This package adds the ability to use image processing transformer components.

Key Features

  • Image classification - Categorize pathologies in medical images

How to Use

See Machine Learning Samples for an assortment of samples that show how to get started using ML.NET.

Main Types

Some of the types provided by this library are:

  • Microsoft.ML.Data.MLImage
  • Microsoft.ML.Transforms.Image.ImageTypeAttribute

Additional Documentation

Feedback & Contributing

Microsoft.ML is released as open source under the MIT license. Bug reports and contributions are welcome at the GitHub repository.

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 was computed.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (20)

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

Package Downloads
Microsoft.ML.AutoML

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

Application Component for the Alliance Business Suite.
Microsoft.ML.TorchSharp

Microsoft.ML.TorchSharp contains ML.NET integration of TorchSharp.
Microsoft.ML.StaticPipe

ML.NET component for a statically typed API.
VoiceNET.Lib.WebAPI

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

GitHub repositories (10)

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

Repository Stars
dotnet/samples
Sample code referenced by the .NET documentation
Webreaper/Damselfly
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.
redis/redis-om-dotnet
Object mapping, and more, for Redis and .NET
NsfwSpy/NsfwSpy.NET
A .NET image and video classifier used to identify explicit/pornographic content written in C#.
microsoft/CryptoNets
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 E
Version Downloads Last updated
4.0.0 1,496 11/13/2024
4.0.0-preview.24522.7 418 10/23/2024
4.0.0-preview.24378.1 1,653 7/29/2024
4.0.0-preview.24271.1 1,099 5/21/2024
4.0.0-preview.24162.2 1,445 3/13/2024
3.0.1 87,022 1/18/2024
3.0.0 23,548 11/27/2023
3.0.0-preview.23511.1 1,087 10/13/2023
3.0.0-preview.23266.6 13,454 5/17/2023
3.0.0-preview.22621.2 2,374 12/22/2022
2.0.1 101,673 2/1/2023
2.0.1-preview.22573.9 1,494 11/24/2022
2.0.0 47,220 11/8/2022
2.0.0-preview.22551.1 974 11/1/2022
2.0.0-preview.22313.1 7,109 6/14/2022
1.7.1 692,040 3/9/2022
1.7.0 94,859 11/9/2021
1.7.0-preview.final 492 10/22/2021
1.6.0 48,705 7/15/2021
1.5.5 79,518 3/4/2021
1.5.4 24,325 12/17/2020
1.5.2 81,190 9/11/2020
1.5.1 29,998 7/11/2020
1.5.0 39,402 5/26/2020
1.5.0-preview2 20,890 3/12/2020
1.5.0-preview 21,234 12/26/2019
1.4.0 147,383 11/5/2019
1.4.0-preview2 4,477 10/8/2019
1.4.0-preview 3,894 8/30/2019
1.3.1 12,655 8/6/2019
1.2.0 36,158 7/3/2019
1.1.0 15,020 6/4/2019
1.0.0 7,446 5/2/2019
1.0.0-preview 2,252 4/2/2019
0.11.0 1,677 3/6/2019
0.10.0 5,430 2/5/2019
0.9.0 2,396 1/8/2019
0.8.0 1,391 12/4/2018
0.7.0 3,723 11/6/2018
0.6.0 4,456 10/2/2018
0.5.0 1,352 9/5/2018
0.4.0 6,572 8/7/2018

https://aka.ms/mlnetreleasenotes