readme.md

• todos

  • learn basics

  • small samples while learning basics and getting deeper into topics

    • LLM coach bot

      • Chat GPT

      • Bard

    • image to text

      • https://shairozsohail.medium.com/reading-and-categorizing-scanned-documents-using-deep-learning-4ab2c0e3f34c

      • https://medium.com/artificialis/how-to-extract-text-from-any-image-with-deep-learning-e834d5a9863e

      • https://stackoverflow.com/questions/10947399/how-to-implement-and-do-ocr-in-a-c-sharp-project

      • https://stackoverflow.com/questions/76521971/detect-tesseract-5-2-image-text-orientation

      • https://www.reddit.com/r/computervision/comments/v01928/project_help_does_anyone_know_of_any_good_ocricr/

        • libs

          • python

            • easyOCR

              • .NET wrappers commercial

                • https://github.com/JaidedAI/EasyOCR

          • tesseract

            • https://www.nuget.org/packages/Tesseract

            • https://www.nuget.org/packages/Xamarin.Tesseract

              • https://github.com/halkar/Tesseract.Xamarin

              • https://www.nuget.org/packages/Tesseract.Net.SDK

          • leptonica

            • http://www.leptonica.org/

            • https://github.com/DanBloomberg/leptonica

            • https://tpgit.github.io/UnOfficialLeptDocs/leptonica/index.html

            • c#

              • http://www.leptonica.org/vs2008doc/csharp-and-liblept.html

              • https://github.com/Phreak87/LeptonicaSharp

              • https://github.com/tvn-cosine/leptonica.net

              • https://www.nuget.org/packages/LeptonicaSharp

• books

  • genetic algorithms and machine learning for programmers

  • grokking artificial intelligence algorithms

  • deep learning

  • inside deep learning

  • libs

    • moljac

      • ML.net

        • https://dotnet.microsoft.com/en-us/apps/machinelearning-ai/ml-dotnet

        • https://dotnet.microsoft.com/en-us/learn/ml-dotnet/get-started-tutorial/intro

        • https://github.com/dotnet/machinelearning

        • https://en.wikipedia.org/wiki/ML.NET

      _ numpy

        -   Numpy.NET
      

      • pythonnet

        • https://github.com/pythonnet/pythonnet

      • pythonnet-standard

        -   https://github.com/henon/pythonnet_netstandard
        

      • TensorFlow

        • TensorFlow.NET

          • https://github.com/SciSharp/TensorFlow.NET

      • tesseract

        • https://github.com/charlesw/tesseract

          • https://code.google.com/archive/p/tesseractdotnet/

        • https://github.com/charlesw/tesseract-samples

        • https://www.luisllamas.es/en/csharp-ocr-tesseract/

        • https://www.luisllamas.es/en/csharp-ocr-tesseract/

        • https://stackoverflow.com/questions/16598390/tesseract-ocr-simple-example

        • https://stackoverflow.com/questions/18417979/using-tesseract-ocr-in-c-sharp-project

      • SciKit-Learn

      • pytorch

        • https://pytorch.org/

        • https://github.com/pytorch/pytorch

        • https://en.wikipedia.org/wiki/PyTorch

        • TorchSharp

          • https://github.com/dotnet/TorchSharp

      • Keras

        _ Keras.NET

        _   https://github.com/SciSharp/Keras.NET
        

  Links/References

• ML.net (Machine Learning .NET)

  • https://dotnet.microsoft.com/apps/machinelearning-ai

  • https://dotnet.microsoft.com/apps/machinelearning-ai/ml-dotnet

  • https://dotnet.microsoft.com/learn/ml-dotnet/get-started-tutorial/intro

  • https://github.com/dotnet/machinelearning

  • https://github.com/dotnet/machinelearning-samples

  • https://github.com/dotnet/machinelearning-samples/blob/master/docs/COMMUNITY-SAMPLES.md

  • https://en.wikipedia.org/wiki/ML.NET

  • https://towardsdatascience.com/introduction-to-machine-learning-in-c-with-ml-net-bf45502d8110?gi=7f44d58a41db

  • https://www.youtube.com/watch?v=zXn10vy8F6E

  • https://dzone.com/articles/machine-learning-for-net-developers-using-visual-s

• TensorFlow

  • https://en.wikipedia.org/wiki/TensorFlow

  • https://github.com/tensorflow/tensorflow

  • https://www.tensorflow.org/

  • https://www.tensorflow.org/tutorials/

  • https://github.com/tensorflow/examples

  • https://www.tensorflow.org/resources/learn-ml

  • https://www.tensorflow.org/resources/learn-ml/theoretical-and-advanced-machine-learning

  • https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ

• Accord.NET

  • http://accord-framework.net/

  • https://github.com/accord-net/framework/

• Machine Learning on AWS

  • https://aws.amazon.com/free/machine-learning/

Machine Learning in the Cloud

• Azure Machine Learning Studio

  • https://studio.azureml.net/

  • Galery

    • https://gallery.azure.ai/

  • Somatotype

    1. Step 1 - Regression

       Somatotype.Step01.Regression.V2

       Somatotype.Step01.Regression.V1

    2. Step 2 - Classification

       Somatotype.Step02.Classification.V2

       Somatotype.Step02.Classification.V1

General

• https://www.elementsofai.com/

• https://stackoverflow.com/questions/1624060/machine-learning-libraries-in-c-sharp

• https://jikeme.com/using-a-neural-network-created-by-cntk-or-tensorflow-in-a-c-program