June 2021
Image Segmentation using Deep Learning with FastAI
Like other image processing problems, deep learning has brought many effective solutions to the task of image segmentation. This workshop will introduce you to the methods used in image segmentation, demonstrate how…
GIS Fundamentals – Understanding and manipulating elevation data
Elevation data can come in the form of point (e.g. from LiDAR), digital elevation model (DEM), or triangulated irregular network (TIN). In this workshop we will focus on DEM and…
Geostatistics – I
Many environmental variables such as temperature, rainfall, air pollutants, and soil nutrients are measured at sparsely sampled point locations. We often need to estimate these variables at one of more…
July 2021
Introduction to Deep Neural Networks with Keras/TensorFlow
Deep Neural Networks (DNNs) are used as a machine learning method for both regression and classification problems. Keras is a high-level, Python interface running on top of multiple neural network…
Android Application Development: An Overview
Mobile app development is one of the biggest new industries of the last decade. As of 2017, Google and Apple (the creators of Android and iOS, respectively) confirmed a combined…
August 2021
Android Application Development: Introduction to Android Studio
Mobile app development is one of the biggest new industries of the last decade. If you are developing an Android app for the first time, the first option you will…
Object Detection using Deep Learning with TorchVision
Like many image processing problems, deep learning has brought many effective solutions to the task of object detection. The TorchVision library is part of the PyTorch project, and it offers…
Wear OS: Creating An App For Your Android Smartwatch
Smartwatches are multi-functional devices that can be worn on the wrist. They can read your heartbeat, notify you of messages from your phone, and can even tell the time! Google's…
