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Applications of Artificial Intelligence / Machine Learning in Remote Sensing
Institute
National Center for Remote Sensing and Geo-Informatics (NCRG), Karachi, Pakistan
14th Dec 2021 for local participants
20th Nov 2021 for foreign participants
Starting Date
20-24 Dec 2021
Course Duration
One Week
Course Level
Intermediate
Pre-requisites
Understanding of database and GIS as well as exposure to programming
Objectives
The course is aimed at providing concepts and knowledge of Artificial Intelligence/Machine Learning and its uses in remote sensing applications.
In this course applications of Artificial Intelligence (AI) in Remote Sensing and its use cases will be explored. Furthermore, concepts and algorithms of AI like machine learning, deep learning, neural network, image classification, object detection and segmentation will be studied and how they can be applied to remote sensing data and GIS applications
Contents of Course
Understanding AI
Applications of AI and use cases
Explain terms like Machine Learning, Deep Learning and Neural Networks
Application of Image Classification in RS
Application of Object Detection in RS
Application of Predictive Learning in RS
Semantic Segmentation and Instance Segmentation in RS application
Course Fee
PKR 25,000 (US $ 300 for foreign participants)
Venue
NCRG, Karachi
Assessment
Oral or written examination
Application Form
Basic Training Course on Geographic Information System
Institute
National Center for Remote Sensing and Geo-Informatics (NCRG), Karachi, Pakistan
Basic understanding of Geography and allied fields with some computer experience
Objectives
This course is aimed to provide basic concepts of Geographic Information System with extensive hands-on experience on ArcGIS platform. This will cover a wide range of topics related to GIS using tools available through ArcGIS platform, ranging from desktop mapping to geospatial analysis. It will navigate through the three basic fields of GIS including Map development, Geodatabase management and Spatial analysis. Additionally, the training will also cover different ArcGIS platforms i.e. ArcMap, ArcCatalog, ArcScene and ArcToolbox for reading, displaying and modeling of GIS data.
Contents of Course
Concepts of GIS
Map projections and coordinate systems
Geodatabase development
Querying the databases
Delineation of spatial features
Spatial data analysis
GIS modeling
3D analysis
Topology development and area estimation
Layout designing
Course Fee
PKR 25,000 (US $ 300 for foreign participants)
Venue
NCRG, Karachi
Assessment
Oral or written examination
Application Form
Basic Training Course on Geographic Information System
Institute
National Center for Remote Sensing and Geo-Informatics (NCRG), Karachi, Pakistan
Basic understanding of Geography and allied fields with some computer experience
Objectives
This course is aimed to provide basic concepts of Geographic Information System with extensive hands-on experience on ArcGIS platform. This will cover a wide range of topics related to GIS using tools available through ArcGIS platform, ranging from desktop mapping to geospatial analysis. It will navigate through the three basic fields of GIS including Map development, Geodatabase management and Spatial analysis. Additionally, the training will also cover different ArcGIS platforms i.e. ArcMap, ArcCatalog, ArcScene and ArcToolbox for reading, displaying and modeling of GIS data.
