Aliardan.RoadMarkingDetection 2.0.6

.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. 
dotnet add package Aliardan.RoadMarkingDetection --version 2.0.6
                    


                    

                
NuGet\Install-Package Aliardan.RoadMarkingDetection -Version 2.0.6
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="Aliardan.RoadMarkingDetection" Version="2.0.6" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Aliardan.RoadMarkingDetection" Version="2.0.6" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Aliardan.RoadMarkingDetection" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add Aliardan.RoadMarkingDetection --version 2.0.6
                    


                    

                
#r "nuget: Aliardan.RoadMarkingDetection, 2.0.6"
#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. 
#:package Aliardan.RoadMarkingDetection@2.0.6
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=Aliardan.RoadMarkingDetection&version=2.0.6
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Aliardan.RoadMarkingDetection&version=2.0.6
                    


                            Install as a Cake Tool

Road Marking Detection

Road markings detection using custom yolov5 model based on ONNX, .NET 8.0

result3

Usage

Running ML Dotnet Road marking detection using Yolov5 in Colab

In this tutorial, we will learn how to detect road markings using Yolov5 and ML Dotnet which is a machine learning framework for .NET. ⭐Colab tutorial

Running with Package Manager Console

NuGet\Install-Package Aliardan.RoadMarkingDetection -Version 2.0.6

Dependencies

  1. .NET 8.0
  2. Aliardan.Scorer (>= 2.0.6)
  3. Microsoft.ML (2.0.1)
  4. Microsoft.ML.OnnxRuntime (>= 1.16.3)
  5. SixLabors.Fonts (>= 2.0.2)
  6. SixLabors.ImageSharp (>= 3.0.2)
  7. SixLabors.ImageSharp.Drawing (>= 2.0.1)

Additional information

⭐YOLOv5

⭐Train Custom Data

⭐Tips for Best Training Results

⭐ONNX and TorchScript Export

⭐Test-Time Augmentation (TTA)

Report templates

⚡Bug report template

⚡Feature request template

Product Compatible and additional computed target framework versions.
.NET net8.0 is compatible.  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.  net9.0 was computed.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 was computed.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
2.0.6 237 3/1/2024
2.0.5 273 12/4/2023
2.0.4 209 11/27/2023
2.0.3 157 11/26/2023
2.0.2 164 11/26/2023
2.0.0 157 11/26/2023
1.0.6 165 11/23/2023
1.0.5 159 11/23/2023
1.0.4 157 11/23/2023
1.0.3 143 11/23/2023
1.0.2 173 11/23/2023
1.0.1 150 11/23/2023
1.0.0 150 11/22/2023