Expected Outcomes
●Technology transfer in the field of precision agriculture and artificial intelligence
●Development of software modules for UAV-based image processing and analysis
●Generation of new datasets for the agricultural sector
●Development and consolidation of a bilateral scientific and technological collaboration channel between Italy and Brazil
●Training of PhD and master’s students and postdoctoral researchers in project-related technologies
●Joint publications in international journals and conferences
●Production of a Technical Report containing a detailed description of the research activity (interactions between the two Research Units involved in the project, techniques and algorithms developed, methods of use, experimental validation, critical analysis of research results and future developments, etc.)
Segmentation Results (Italy)
Localization Eucalyptus Results (Brazil)
Localization Eucalyptus Results (Brazil)
Localization citrus Results (Brazil)
Localization Corn Results (Brazil)
Localization Sugarcane Results (Brazil)
Live Inference of Apple Detection in Orchards
Published Works
- Unsupervised Domain Adaptation using Transformers for Sugarcane Rows and Gaps Detection”, Computers and Electronics in Agriculture https://www.sciencedirect.com/science/article/pii/S0168169922007888
- Automatic Crop Rows Segmentation for Multispectral Aerial Imagery https://ieeexplore.ieee.org/document/9839867
- Robust Image Captioning with Post-Generation Ensemble Methodhttps://ieeexplore.ieee.org/document/10281769