FastYolo 11.7.0

.NET 6.0
There is a newer version of this package available.
See the version list below for details. 
dotnet add package FastYolo --version 11.7.0
NuGet\Install-Package FastYolo -Version 11.7.0
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="FastYolo" Version="11.7.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add FastYolo --version 11.7.0
#r "nuget: FastYolo, 11.7.0"
#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 FastYolo as a Cake Addin
#addin nuget:?package=FastYolo&version=11.7.0

// Install FastYolo as a Cake Tool
#tool nuget:?package=FastYolo&version=11.7.0

11.7.0: Update CUDA => 11.7, CUDNN => 8.4.1 and OPENCV => opencv_world460.dll.

Fast .NET Yolo library, requires Cuda 11.7+ to be installed to work, it will use the GPU for processing (which is many times faster than using the CPU version disabled in this release). Any GPU from Maxwell upwards is support (Cuda api 5.2+, Maxwell GPUs like GTX 750 and above). Since 1.0.3 it also supports OpenCV for more advanced features like tracking, shape detection, etc.

Includes the .dll files for Yolo Darknet Wrapper, Real-Time Object Detection (AlexeyAB/darknet with additions and fixes here: https://github.com/maalik0786/darknet), including cudnn64_8.dll, opencv_world460.dll and pthreadVC2.dll as needed by the yolo_cpp_dll implementation. Tested on Windows x64, Linux AMD64 and ARM64 (Jetson Nano/Xavier).

v1.0.4 adds resize detection and will output a warning in the console and allow to check via the CheckIfImageWasResized method if any resize happened. Resizing should not be done dynamically in the darknet library, extra memory would be required and it is obviously much slower than if we already have 416x416 data (or whatever the configuration defines).

Product Compatible and additional computed target framework versions.
.NET net6.0 is compatible.  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. 
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

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Version Downloads Last updated
12.1.0 3,344 3/10/2023
12.0.4 1,623 12/28/2022
12.0.3 1,443 12/27/2022
12.0.2 1,426 12/23/2022
12.0.1 1,364 12/23/2022
12.0.0 1,424 12/20/2022
11.8.1 1,696 10/12/2022
11.8.0 1,510 10/11/2022
11.7.5 2,379 10/6/2022
11.7.4 2,285 10/5/2022
11.7.3 2,451 10/4/2022
11.7.2 3,619 7/7/2022
11.7.1 2,751 7/1/2022
11.7.0 2,538 6/30/2022
11.6.2.1 3,316 4/11/2022
11.6.2 2,678 3/15/2022
11.6.1 2,759 2/25/2022
11.6.0 2,712 1/24/2022
11.4.2 2,400 10/11/2021
11.1.1 1,852 1/15/2021
11.1.0 2,297 1/12/2021
1.0.7 1,752 11/4/2020
1.0.6 1,613 4/17/2020
1.0.5 1,531 4/17/2020
1.0.4 1,511 4/17/2020
1.0.3 1,592 1/9/2020
1.0.0 1,189 11/19/2019