ML.NET
Magick.NET
ML.NET | Magick.NET | |
---|---|---|
17 | 12 | |
8,895 | 3,295 | |
0.6% | - | |
9.0 | 9.6 | |
3 days ago | 5 days ago | |
C# | C# | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ML.NET
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ML.net image classification, poor GPU accuracy
You can direct your question to https://github.com/dotnet/machinelearning/issues. Perhaps it is already documented.
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Building a File Analysis Dataset with Python
Here I'm analyzing all projects in the src and test directories of the ML.NET repository. I chose to include these as separate paths because they represent two different groupings of projects in this repository.
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Extracting git repository data with PyDriller
Important Note: looping over repository commits takes a long time for large repositories. It took 52 minutes to analyze the ML.NET repository this code example refers to, which had 2,681 commits at the time of analysis on February 25th, 2023.
- Can we please be allowed to do machine learning object detection model training locally?
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ML.NET: can Microsoft's machine learning be trusted?
We checked the ML.NET 1.7.1 version. The source code of this project's version is available on GitHub.
- Stable Diffusion converted to ONNX (Demo usage, optimized to CPU)
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Why is there a lack of cool repos?
machine learning? https://github.com/dotnet/machinelearning
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what is the future of ML.NET?
You can follow some of our plans by taking a look at our roadmap which we'll be updating shortly to more accurately reflect the areas we're investing in.
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Does anyone actually use ML.NET?
Re: ONNX, if you run into similar issues in the future, feel free to reach out in our GitHub repo or the ONNX Runtime repo and we'd be happy to help!
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Requesting Senior Project Ideas
Good clarification, I think using something like ML.NET could be cool but I have some experience with Blazor that might be fun to use as well, I think generally performance monitoring or optimizing systems seems interesting to me, and I'm really open to other ideas as well. Let me know if any of that helps narrow my question down!
Magick.NET
- Archetype Counter (The perfect counter tool for PokeMMO)
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Discussion Thread
There's Magick.NET, in retrospect it would probably be the best option, but I already learned enough SkiaSharp so I'm sticking with that.
- Announcing ImageSharp 3.0.0
- Can I read a webp image from a stream to "System.Drawing.Image"
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Compress/resize images
Magick.NET is also good, but has some unmanaged dependencies.
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Why is there a lack of cool repos?
Magick.NET for image manipulation https://github.com/dlemstra/Magick.NET
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What is the best way to ensure that image file is not more than 5mb?
We use Image Magick for anything image related like that. It's free. It will even perform image compression if you want to do that. Here's the Magick.NET c# library.
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What are you using in your c# dotnet core commercial web apps for backend image processing? Like thumbnail creation and determining video length... FFmpeg looked like a good choice but then there is significant documentation regarding it being unavailable for commercial use.
If I could, I would use ImageSharp. But as we depend on some tiff features that are not implemented, Iām using ImageMagick via Magick.NET
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.NET 5 Generate Captcha image
And you think what your images will be x10 stronger?) Btw, you can use cross-platform Magick.NET, but don't do that use any of nuget packages captchas, most of then have image difficulty settings.
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Resizing an image without System.Drawing
If you're happy with using image magick there's always Magick.net https://github.com/dlemstra/Magick.NET
What are some alternatives?
TensorFlow.NET - .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
ImageSharp - :camera: A modern, cross-platform, 2D Graphics library for .NET
Accord.NET
ImageProcessor - :camera: A fluent wrapper around System.Drawing for the processing of image files.
FaceRecognitionDotNet - The world's simplest facial recognition api for .NET on Windows, MacOS and Linux
OpenCvSharp - OpenCV wrapper for .NET
Emgu CV - Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
Catalyst - š Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
ImageResizer - The official repository for ImageResizer
Deedle - Easy to use .NET library for data and time series manipulation and for scientific programming
MetadataExtractor - Extracts Exif, IPTC, XMP, ICC and other metadata from image, video and audio files