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Transfer Learning with TensorFlow 2

Transfer Learning with TensorFlow 2

It is always fun and educational to read deep learning scientific papers. Especially if it is in the area of the current project that you are working on. However, often these papers contain architectures and solutions that are hard to train. Especially if you want to...
Business Value of Artificial Intelligence

Business Value of Artificial Intelligence

As you may already know, the amount of data that we create, and store, as human beings has been growing immensely in the last few years. We start having more and more devices that can create, send, store and save data – we can just look at our mobile phones, and how...
Image Optimization with Machine Learning

Image Optimization with Machine Learning

This is a guest post by Gilad David Maayan. Optimizing images is crucial for maintaining a good user experience on your website. Load time statistics show that if the average page load exceeds 3 seconds, the abandonment rates soar to a scary 40%. The most important...
How to Integrate TensorFlow Model in Angular Application?

How to Integrate TensorFlow Model in Angular Application?

The code that accompanies this article can be downloaded here. Couple of months back we investigated parts of TensorFlow’s ecosystem beyond standard library. To be more precise, we investigated TensorFlow.js and how you can build and train models in the browser...
Transformer with Python and TensorFlow 2.0 – Training

Transformer with Python and TensorFlow 2.0 – Training

So far in our journey through the interesting architecture of Transformer we covered several topics. First we had a chance how this huge system looks like from the higher level. We saw how this type of sequence-to-sequence model harness the same principles...
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