The objectives of the project "An advanced system for the automatic generation of synthetic thermal and color images with highly precise annotations" include demonstrating an innovative method, developing a software prototype, advancing a sophisticated data generation process, analyzing the market, and pre-commercializing the research outcomes. By developing a unique advanced method, the project will address the challenges of data scarcity and the costly process of manual data collection, automate and enhance the data generation and precise annotation process, and enable further development of artificial intelligence technology using the generated data. The innovative method will be tested in real-world aerial robotics scenarios, showcasing its potential to tackle complex technological challenges.