Training on Data Analysis and AI Application for ANR Projects in Cambodia: Estimating Crop Yields Gaps in Rice SDP Project Areas 10 to 12 January 2023 During the lockdowns and movement restrictions due to the COVID-19 pandemic, Cambodia: Climate Resilient Rice Commercialization Sector Development Program (Rice SDP) explored ways to remotely monitor project implementation with the support of the Global Agriculture and Food Security Program (GAFSP) funding. At the request of the royal government of Cambodia, the Rice SDP project office and ADB hosted a training workshop to discuss the technical process of the crop yield estimation at the individual plot level. Participants also discussed with experts some potential use of data analysis and AI for designing and implementing effective development projects in the country. Program and Learning Materials 10 January 2023 11 January 2023 12 January 2023 Session / Activity Title Speaker(s) Opening Introduction Michiko Katagami Opening Welcome remarks Jyotsana Varma, Country Director, Asian Development Bank Opening Opening remarks H.E. Ros Seilava Secretary of State, MEF and Program Director, Rice-SDP and Rice-SDP AF Opening Photo shooting Opening Introduction of Program Ren Avell Flores Joshua Cortez Presentations: Module 1 to 3 Day 1: Use of Data Analysis and AI Application for ANR Sector Projects in Cambodia This presentation gives an overview on the development of the machine learning model used in crop yield data estimation in Cambodia and the… Ren Avell Flores, Joshua Cortez Webinar Recording Video: Day 1 Part 1: Training on Data Analysis and AI Application for ANR Projects in Cambodia This links to the webinar video of the Day 1 Part 1 of Training on Data Analysis and AI Application for ANR Projects in Cambodia learning event. … Webinar Recording Video: Day 1 Part 2: Training on Data Analysis and AI Application for ANR Projects in Cambodia This links to the webinar video of the Day 1 Part 2 of Training on Data Analysis and AI Application for ANR Projects in Cambodia learning event. Webinar Recording Video: Day 1 Part 3: Training on Data Analysis and AI Application for ANR Projects in Cambodia This links to the webinar video of the Day 1 Part 3 of Training on Data Analysis and AI Application for ANR Projects in Cambodia learning event. Session / Activity Title Speaker(s) Opening Recap of Day 1, Q&A Presentations: Module 4 to 7 Day 2: GeoML 101: Introductory Concepts for Machine Learning in Python This presentation gives an overview on the machine learning workflow and the relevance of computer vision and its geospatial applications. Ren Avell Flores, Joshua Cortez Closing Q&A with Instructors Webinar Recording Video: Day 2 Part 1: Training on Data Analysis and AI Application for ANR Projects in Cambodia This links to the webinar video of the Day 2 Part 1 of Training on Data Analysis and AI Application for ANR Projects in Cambodia learning event. Webinar Recording Video: Day 2 Part 2: Training on Data Analysis and AI Application for ANR Projects in Cambodia This links to the webinar video of the Day 2 Part 2 of Training on Data Analysis and AI Application for ANR Projects in Cambodia learning event. Session / Activity Title Speaker(s) Opening Recap of Day 2, Q&A Presentations Mapping Rice Paddy Boundaries in Cambodia This presentation gives an overview on the methods used for the rice paddies mapping project in Cambodia. Mateusz Urbańczyk Presentations AgTech I: Crop Mapping and Mobile Data Collection This presentation gives an overview on the application of AI to mapping of cropland presence. Mateusz Urbańczyk Presentations AgTech II: ScanSpectrum - Spectroscopy Made Portable, Affordable, and Adaptable This presentation gives an overview on the use of ScanSpectrum to improve accuracy and data collection in spectroscopy. Mateusz Urbańczyk Presentations Agtech III: ScanForm - Scalable Handwritten Data Collection for All Environments This presentation gives an overview on the usage of ScanForm in collecting handwritten data at scale. Leah Goeke Discussions Discussions on AgTech applications in Cambodia Mateusz Urbańczyk, QED ai Closing Closing Remarks and Way forward MAFF RepresentativeChanthou Hem, Senior Project Officer, ADBH.E. Siek Sopheak, Program Manager, Rice-SDP and Rice-SDP AF Webinar Recording Video: Day 3: Raining on Data Analysis and AI Application for ANR Projects in Cambodia This links to the webinar video of the Day 3 of Training on Data Analysis and AI Application for ANR Projects in Cambodia learning event. Disclaimer The views expressed on this website are those of the authors and do not necessarily reflect the views and policies of the Asian Development Bank (ADB) or its Board of Governors or the governments they represent. ADB does not guarantee the accuracy of the data included in this publication and accepts no responsibility for any consequence of their use. By making any designation of or reference to a particular territory or geographic area, or by using the term “country” in this document, ADB does not intend to make any judgments as to the legal or other status of any territory or area. Event Coordinator/s Michiko Katagami Leah Arboleda Related Full Agenda ADB Organizer/s Agriculture, Food, Nature, and Rural Development Sector Office Climate Change and Sustainable Development Department Read Also ADB Event Page 44321-013: Climate Resilient Rice Commercialization Sector Development Program ADB's Focus on Agriculture and Food Security Cambodia and ADB Topics Agriculture and Natural Resources