Blog
The Oldest AI Blog in the Czech Republic
We have been writing about artificial intelligence since 2017. 1000+ articles, thousands of pages of thoughts, experiments, and reflections. No sensationalism, no ads.
Filter articles▼
Tag Filter: Computer Vision × cancel
▸Browse by Topics
Topics
Showing 10 of 10 articles
Archive 2018Difficult to Distinguish Images
You may have encountered how neural networks learn to understand images. Using convolutional networks, transfer learning, autoencoders, and other algorithms, it is now possible to achieve remarkable results...
Read
Archive 2018Slow Motion Video Using AI
Despite today's smartphones being capable of recording videos in slow motion at up to 240 frames per second, several obstacles remain. The biggest…
Read
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!…
Read
Archive 2018Will AI be used in the gaming industry as microtransactions?
Artificial intelligence can serve people, but it also serves companies to relieve these people of their money as much as possible. A study has now emerged on how…
Read
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…
Read
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…
Read
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…
Read
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…
Read
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%.
Read
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...
Read