Advanced Image Processing for Remote Sensing of Environment - online course

Program Overview

This five-day online course in Advanced Image Processing for Remote Sensing of Environment provides advanced techniques for processing cloud-based image datasets, utilizing artificial intelligence for image classification, and implementing advanced image classification using deep artificial neural networks. Led by experienced instructors, the course focuses on practical skills development through hands-on sessions in Python using open-source tools within Jupyter Notebooks. It is suitable for individuals with a background in remote sensing or data science who want to advance their skills in machine learning, artificial intelligence, and cloud-based imagery.

Program Outline

Outline:

• Aims:
• Learn advanced techniques for processing cloud-based image datasets
• Utilize artificial intelligence for image classification
• Focus on data science tools for image analysis from long-term datasets within Google Earth Engine
• Implement advanced image classification using deep artificial neural networks
• Structure:
• Five-day online course
• Mix of lectures and practical sessions
• Hands-on sessions in Python using open-source tools within Jupyter Notebooks
• Content:
• Jupyter notebooks and image processing
• Machine learning for image classification
• Deep convolutional neural networks
• Google Earth Engine

Teaching:

• Experienced instructors:
• Dr Daniel Simms - Senior Lecturer in Remote Sensing
• Dr Abdou Khouakhi - Lecturer in Remote Sensing
• Dr Toby Waine - Senior Lecturer in Applied Remote Sensing
• Focus on practical skills development through hands-on sessions

Careers:

• Suitable for individuals with a background in remote sensing or data science
• Ideal for those wanting to advance their skills in:
• Machine learning and artificial intelligence for image classification
• Use of cloud-based imagery
• Requires basic knowledge of Python programming language

Other:

• Course dates available upon inquiry
• Cost: £1,400
• Concessions available:
• 20% discount for Cranfield alumni
• £1340 - Professional/trade association discount
• £1280 - Multiple bookings (minimum 5 delegates)
• For further information and to download the course brochure, visit: https://www.cranfield.ac.uk/courses/short-courses/advanced-image-processing-for-remote-sensing-of-environment-online

Note:

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