EAISA 2022: Workshop on Edge AI for Smart Agriculture
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.
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