Avinash Viswanathan
Sessions auxquelles Avinash Viswanathan assiste
Lundi 6 Novembre, 2023
This workshop will cover the basics of deep learning:- What is deep learning?- A typical workflow using deep learning technology to identify objects (hands-on)- Issues to be aware of when using deep learning technology.- Options for deep learning tools.You need to bring a wifi equipped laptop, as we will be using a cloud-based virtual machine for you to do the exercises.Location: SAIT -
Lundi 28 Octobre, 2024
Join us at the National Geomatics Networking Reception Enjoy a selection of gourmet hors d'oeuvres, including savoury Moroccan lamb meatballs, smoked pork belly lollipops, and wild mushroom arancini with truffle oil. Vegetarian options like vegetable samosas with mango chutney and goat cheese tartelettes will satisfy all palates. Plus, your ticket includes a drink to enjoy while you connect with industry professionals. Elevate your evening with these delicious bites and great company!
Mardi 29 Octobre, 2024
The new Canadian Hydrospatial Network (CHN) is set to replace the National Hydrographic Network (NHN) for Canada. Designed for improved use in hydrological models, the CHN is analysis ready with full-network traversing ability, and value-added attributes such as stream order. The CHN is also created from higher-resolution source data and better aligned to elevation than the NHN, where possible, and has been streamlined for production and maintenance.Work is on-going to refine methods a...
Building Information Modeling (BIM) is transforming the built asset industry, yet firms of varying sizes—large, medium, and small—adopt BIM in distinct ways tailored to their unique resources and project demands. This session will explore BIM’s origins, current applications, and future directions as shared by representatives from three different firms. A significant focus will be on the importance of data integrity and governance, particularly as Artificial Intelligence (AI) becomes increasin...
Sessions: Human footprint datasets for Canada: mapping and monitoring in support of land and resource managementDisturbance is a key component of boreal-forest ecosystems, impacting their structure and functions. In Alberta, disturbances are both natural and anthropogenic, including > 30,000 sqkm of harvest areas. The recovery of all types of forest disturbance influences not only local landscapes, but also carbon dynamics and biodiversity. In the face of a changing climate, the imp...
Accurate mapping of road networks is essential for navigation, disaster response, and urban planning. Traditional methods relying on remote sensing images, Lidar data, and GPS trajectories are hampered by time-consuming manual updates and incomplete extraction due to obstructions from trees, buildings, and shadows. However, recent advancements in deep learning models have shown promise in improving road mapping and automating the detection of missing roads.This study uses a transfer le...
Too often, when discussing the value proposition of geospatial data, we focus in on raw data or output products without spending a lot of time in the juicy middle of data throughputs. That is to say that modern geospatial is leaving a lot of value on the table and thus limiting our ability to good with our data by: -> Focusing too heavily on the capturing aspect of geospatial technologies;-> Ignoring or discounting analytical capabilities of geospatial technologie...
Construction contracts are the same worldwide. While there are differences in language, classification, project delivery and other factors, the one common denominator is that a construction contract requires Drawings and Specifications. While geometric modelling software and specification software have both evolved over time, very little effort is currently being exerted in Canada to integrate them in document development processes.According to Arcadis global surveys, the #1 cause of c...
In 2021, the Government of Canada invested $63.8M in the Flood Hazard Identification and Mapping Program (FHIMP) to to create and disseminate engineering-level flood hazard maps that can help Canadians better plan and prepare for future flood risks. The program was recently extended to 2028 through the National Adaptation Strategy and enhanced with an additional $164 Million investment.Given that many Canadians are unaware of flood hazards, the FHIMP is working to fill gaps in knowledg...
The health of the global ocean environment is of critical importance. Planetary limits for climate change and biodiversity are being reached, and unsustainable resource management practices are rampant. Space-based Maritime Monitoring has proven to provide foundational support for sustainable management of ocean resources. In the Keynote, John will provide a high-level overview of ocean problems, space-based maritime monitoring, the beneficiaries and outcomes of the application of...
The three building blocks of digital building delivery are BIM, VDC and Digital Twins. There are various definitions for these three things, but based on my experience I define them as follows:- Building Information Modelling: a model with or without 3D geometry that hosts the information about building material, dimensions, connections, forces, power, flow rates, and all other elements required in each element that forms the building. - A key subset of understanding BIM is under...
The Riparian Web Portal (www.riparian.info) is an award-winning project, launched in 2021 by Alberta’s watershed community. This dynamic online space empowers Albertans to enhance riparian health through interactive access to comprehensive data and resources. It serves a crucial role in advancing the riparian health objectives pursued by various watershed groups.At its core, the portal integrates innovative GIS-based assessments from six watershed agencies, covering over 60,000 km of r...
The integration of AI in infrastructure modeling has the potential to revolutionize decision-making processes by providing accurate predictions, identifying vulnerabilities, and optimizing resource utilization.The increasing complexity of modern infrastructure systems, coupled with growing demands on utilities, has necessitated the adoption of advanced analytical techniques. This panel discussion brings together ideas from acad...
