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Showing 24 of 159 articles
Archive 2018AI Can Describe Photos!
I have just completed the most complex homework in AI that I have ever done. Creating and training a model that can generate text descriptions from photos!…
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Archive 2018Take a Selfie and AI Will Find Your Doppelgänger in Famous Galleries.
Artificial intelligence in action. Take a selfie, and Google will find your doppelgänger in famous galleries. When I tried it this morning, I had mixed feelings. I was…
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Archive 2018The Conclusion of the Trilogy on Autoencoders or Genesis 2.0 – Right up to the Creation of the First Humans
In the beginning, there was chaos and noise. Epoch One. And the great Generator said: Let there be light! And there was light. And the Discriminator saw the light, that it was good…
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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 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 2017New Books: Deep Learning from Computer Vision
Are you starting out with neural networks, deep learning, and looking to specialise in computer vision? If so, I have good news for you!
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Archive 2017Accenture's Research Reveals That Companies with Optimal Innovation Strategies Using Artificial Intelligence (AI) Create Greater Value for Their Shareholders
Accenture's new research has revealed that companies with optimal innovation strategies using artificial intelligence (AI) create greater value for their shareholders. They even mention us...
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Archive 2017How to Use AI to Upscale a Low-Resolution Image?
I have tackled the issue of how to use AI to upscale a low-resolution image several times. Now I have found an interesting solution :) Take a look at the original low-resolution photograph, compare it with the enhanced solution using the magic filter, and then my enhancement (a sharpened version with additional details).
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Archive 2017Certificate – Deep Learning for Business by Yonsei University on Coursera
Another certificate for the wall! And my first from Korea :) Deep Learning for Business by Yonsei University on Coursera. A success rate of 98% all on the first attempt – it was supposed to take two months, but it can be done in a week.
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Archive 2017Completing the 4th Course on Deep Learning, This Time 'Convolutional Neural Networks'
Just before Christmas, I am completing the 4th course on deep learning, this time 'Convolutional Neural Networks' – my favourite convolutional networks :) What will you learn in the course? You might see,…
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Archive 2017Deep Learning for Business at Yonsei University in South Korea
I recently realised that studying artificial intelligence solely at Stanford University presents no challenge for me. I have everything done ahead of schedule and an average of 98% in tests...
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Archive 2017Ubiquitous Artificial Intelligence Will Be a Megatrend of the Next Decade.
Buy IT Systems 12/2017! Ubiquitous artificial intelligence will be a megatrend of the next decade. https://www.systemonline.cz/ca…/obsah-it-systems-2017-12.htm
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Archive 2017AI for Creating Logos and Brands
Use artificial intelligence to create a logo and brand. Try Brandmark. With this programme, I created many new logo designs in just 5 minutes!…
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Archive 2017Roko’s Basilisk
Roko’s Basilisk is a thought experiment regarding the potential risks associated with the development of artificial intelligence. The premise of this theory is that an all-powerful artificial intelligence from the future could retroactively punish those who did not contribute to its existence...
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Archive 2017Object Detection – A Fun Exercise
Yay, another homework assignment is complete! This time I implemented 'object detection'. The AI not only learns to recognise what is in the image, but also where it is...
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Archive 2017Homework from Computer Vision – A Happy Home
My NG teacher is simply brilliant! Take a look at what his homework looks like: “You are going on holiday and have decided to spend a week with your…
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Archive 2017Former Google Engineer Aims to Create Divine Artificial Intelligence
Former Google and Uber engineer Anthony Levandowski wants to create divine artificial intelligence. He aims to make humanity its pet. Last year, he founded a non-profit religious…
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Archive 2017Capsule Networks and Inverse Graphics
Have you encountered Capsule Networks and Inverse Graphics? These new concepts were recently popularised by the 'godfather' of deep learning…
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Archive 2017I Am Now Certified to Create Successful Machine Learning Projects
Yay! I am now certified to create successful machine learning projects. I can be the technical lead at AI and I know how to set the direction for my team's work….
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Archive 2017Google Unveils Kit for 'Personal Artificial Intelligence'
I would really like this :) A toy based on the Raspberry Pi platform and the VisionBonnet board and TensorFlow, which I love :) I just can't seem to reorder it :(
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