Video analysis and machine learning

IBM’s Watson tech automates video analysis http://www.poughkeepsiejournal.com/story/tech/2016/10/25/watson-tech-automates-video-analysis/92731020/

IBM Cloud Video Scene Detection Technology https://www.youtube.com/watch?v=D1NqItGaqIQ

Improving video engagement with an assist from Watson https://www.ibm.com/blogs/cloud-computing/2016/10/video-engagement-assist-watson/

IBM Intelligent Video Analytics https://www.ibm.com/us-en/marketplace/video-analytics-for-security

We Analyze Video https://www.dextro.co/

Video Analysis http://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_video/py_table_of_contents_video/py_table_of_contents_video.html

A Startup’s Neural Network Can Understand Video https://www.technologyreview.com/s/534631/a-startups-neural-network-can-understand-video/

How can Machine Learning be useful for analyzing video? https://www.quora.com/How-can-Machine-Learning-be-useful-for-analyzing-video

 

 

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machine learning libraries and tutorials

TensorFlow – Google’s latest machine learning system, open sourced for everyone http://googleresearch.blogspot.co.uk/2015/11/tensorflow-googles-latest-machine_9.html

tensorflow https://www.tensorflow.org/ https://www.tensorflow.org/versions/r0.7/tutorials/index.html https://github.com/tensorflow/tensorflow

Theano “Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano features:” http://deeplearning.net/software/theano/ http://deeplearning.net/software/theano/introduction.html https://www.kaggle.com/c/facial-keypoints-detection/details/deep-learning-tutorial

lasagne “Lasagne is a lightweight library to build and train neural networks in Theano.” […]

Predictive Model Markup Language: PMML

Data Mining Group (DMG): an independent, vendor led consortium “The Data Mining Group (DMG) is an independent, vendor led consortium that develops data mining standards, such as the Predictive Model Markup Language (PMML). PMML is the leading standard for statistical and data mining models and supported by over 20 vendors and organizations. With PMML, it […]

Azure Machine Learning

Microsoft Azure Machine Learning Algorithm Cheat Sheet https://azure.microsoft.com/en-us/documentation/articles/machine-learning-algorithm-cheat-sheet/

How to get started with Azure ML https://curah.microsoft.com/282848/how-to-get-started-with-azure-machine-learning

Machine Learning APIs http://gallery.azureml.net/

 

– Check out the Azure Machine Learning Studio: https://studio.azureml.net – Check out the Azure Machine Learning Gallery: https://gallery.azureml.net – Channel 9 getting started videos for Azure Machine Learning: http://channel9.msdn.com/Search?term=Azure%20Machine%20Learning#ch9Search&lang-en=en

 

More complex features available: […]

Yapay Sinir Ağı Kütüphanesi

Çok yetenekli ve kolay kullanılan bir yapay sinir ağı kütüphanesi buldum. http://leenissen.dk/fann/ Fast Artificial Neural Network Library. Sunucu olarak bir exe çalışıyor ve çok hızlı çalışması için C programlama diliyle yazılmış bir çekirdek kullanılıyor. Soap protokolü kullanılarak web servis olarak dünyaya açılmış bir exe bu. .NET içerisinden normal web servis çağrıları yaparak FANN kütüphanesine sorgu […]