Region of interest pooling in TensorFlow – example

Region of interest pooling in TensorFlow – example

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.

Neptune 1.5 – Python 3 support, simplified CLI, compact view

At the end of April 2017, deepsense.ai released a new version of Neptune, the DevOps platform for data scientists. Neptune 1.5 introduces a range of new features and improvements, including support for Python 3, simplification of Neptune CLI, offline execution, …

Deep learning for satellite imagery via image segmentation

Deep learning for satellite imagery via image segmentation

We describe 4th place solution based on image segmentation and deep learning for Dstl Satellite Imagery Feature Detection competition.