Enhancing the Experience of Pregnancy Detection: Design and Embodiment of a reusable pregnancy testing device

Pregnancy tests are the most used diagnostic test in the world where the market is expected to be worth $1.5 Billion. However, since its introduction to the market in 1976, it has experienced limited innovation. Despite its importance in providing crucial information about a significant life event, women continue to rely on outdated and limited...

Rotation invariant filters in CNNs: applied to segmentation of aerial images for land-use classification

Convolutional neural networks are showing incredible performance in image classification, segmentation, object detection and other computer vision applications in recent years. But they lack understanding of affine transformations to input data. In this work, we introduce rotational invariant<br/>convolutional neural networks that learn...