Transformer Series
In this series of articles we are exploring a special type of sequence-to-sequence models – Transformers. They are big architectures with a lot ot parts and they are used used for language modeling, machine translation, image captioning and text generation....
How to Implement Object Recognition on Live Video Stream?
This is a guest post by Gilad David Maayan Creating accurate Machine Learning models that are capable of identifying and localizing multiple objects in a single image remained a core challenge in computer vision. But, with recent advancements in Deep Learning, object...
Top 7 TED Talks about Machine Learning
As we’ve already discussed in the previous articles, Machine Learning is getting more and more traction, visibility, and importance throughout the whole IT industry, and outside of it. Today, we can build our own Machine Learning models and algorithms at home. This...
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?
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...
