About Krzysztof Dziedzic

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Entries by Krzysztof Dziedzic

How to create a product recognition solution

August 22, 2017 in Blog posts, Data science, Deep learning, Machine learning, Neptune /by Krzysztof Dziedzic

In this post we present how to approach product recognition through the example of our solution for the iMaterialist challenge announced by CVPR and Google.

Region of interest pooling in TensorFlow – example

April 25, 2017 in Blog posts, Data science, Deep learning, Machine learning, Neptune /by Krzysztof Dziedzic

In the previous post we explained what region of interest pooling (RoI pooling for short) is. In this one, we present an example of applying RoI pooling in TensorFlow. We base it on our custom RoI pooling TensorFlow operation. We also use Neptune as a support in our experiment performance tracking.