June 21, 2022
EAISA 2022
Workshop on Edge AI for Smart Agriculture
Biarritz, France / Hybrid
Collocated with IE 2022 - 18th International Conference on Intelligent Environments
Objectives
The goal of the 1st Workshop on Edge AI for Smart Agriculture (EAISA) is to provide a forum for scientists, engineers and researchers to discuss and exchange novel ideas, results, experiences and work-in-process on aspects related to the use and deployment of Edge Artificial Intelligence for smart and sustainable agriculture.
While intelligent systems for smart agriculture (and smart cities, in a wider view) are becoming widely available, they are mostly based on remote facilities for analysis and decision-making. Bringing AI to the edge is a way to cope with the many constraints such as limited communication capabilities and power supply. This also brings new challenges, such as energy efficiency and adapting AI models to low-capacity processors.
Attendees will appreciate and benefit from multidisciplinary exchanges on these hot topics. Through this workshop, we expect people from various communities to meet and exchange during the meetings and specific slots of time will be dedicated to open discussions.
Topics
Topics of interest include any aspects that are related, connected and/or could be of benefits to smart and sustainable agriculture. This includes and is not limited to:
Edge Computing and Internet of Things
Edge AI, Distributed AI, Federated AI
Machine learning and Big Data on the Edge
Quantized models and TPU models
Data Analysis and prediction using Big data Analytics
Yield prediction and optimization
Monitoring and discrimination of plant diseases
Climate condition monitoring and automate systems
Smart agriculture and urban farming
Smart irrigation
Applications to greenhouse horticulture
Crop monitoring, Livestock monitoring
Intelligent Agro-Food chain system
Waste management for agriculture 2.0
Communication and Networking
Drone-based applications
Low-cost solutions for wide-area exploitations and developing countries
Prototype systems, testbeds and real-world deployment experiences
Secure Services and Protocols
Energy Efficiency
Renewable-energy based devices
Position papers are also welcome and should be clearly marked as such.
Proceedings
The workshop papers are now available at the IE Conference proceedings.
Check them here: https://ebooks.iospress.nl/volume/workshops-at-18th-international-conference-on-intelligent-environments-ie2022
Program Committee
Luiz Angelo Steffenel, Université de Reims Champagne Ardenne, France (Chair)
Nathalie Gaveau, Université de Reims Champagne Ardenne, France
Lucas Mohimont, Université de Reims Champagne Ardenne, France
Rachel Ouvinha de Oliveira, Institut George Chappaz de la Vigne et du Vin, France
Marine Rondeau, Champagne Vranken-Pommery, France
Marcello Coppola, ST Microelectronics, France
Amine Chemchem, ATOS, France