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Archive 2018The First Part of the Trilogy on the Use of Autoencoders – Noise Reduction
This time focusing on noise reduction. First, I will contaminate the entire dataset with a large amount of colour noise. I will compress this damaged image (to 512 digits) and then decompress it again. The excess noise was…
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Archive 2018The Second Part of the Trilogy on Autoencoders – Morphing and Finding Similar Images
This time, we aim to find the most similar image in the dataset. Simply encode a face into a matrix of a few numbers. Then, you look at which matrix of encoded numbers…
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Archive 2018What is an Autoencoder and How Does it Compress Data?
I continue my study of artificial intelligence in the 'Russian school'. It's a tough but good school. It took me 10 minutes to solve the autoencoder task with an error rate of 6.7%, but it took three days of experimentation to tame the error size down to 5%.
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Archive 2018Posobota – “Megatrend: Ubiquitous Artificial Intelligence”
Join me on Saturday, 27th January for my lecture “Megatrend: Ubiquitous Artificial Intelligence”! This will be the first in my series of public lectures on AI in Posobota….
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Archive 2018Advanced Machine Learning at the National Research University Higher School of Economics
I am currently studying advanced machine learning at the National Research University Higher School of Economics, which is a top Russian university for economics and ranks among...
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Archive 2018When Computers Tell Stories from Images
A reminder of an original project. Try it out here: https://www.somatic.io/examples Read about it here: https://medium.com/…/generating-stories-about-images-d163ba… A brief explanation here: https://www.youtube.com/watch…
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Archive 2018Introduction to Artificial Intelligence – YouTube
Do you want to know what Deep Learning is all about, but you don't excel in mathematics and programming? Then you might enjoy this short series...
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Archive 2018Artificial Intelligence for Children
Siraj Raval is a famous YouTuber, followed by over 255,000 others besides me. Sometimes he is referred to in connection with...
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Archive 2018New Year New Skills!
New Year – new skills! With this motto, a new Robotics programme opens at Udacity. The programme consists of 8 subjects (Nanodegree programs) and…
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