We want to use our image dataset, based on our expected users and their applications, and leverage the latest image processing technologies to develop world class products. We would like to collaborate with students to apply the latest AI and machine learning techniques to our image datasets to gather new and exciting insights that our drone products can incorporate.

This will involve:

• Conduct background research on our existing AI implementation, capabilities of the prototype and the create datasets.
• Conduct research into the latest AI, ML and computer vision techniques and how they could be applied to our data.
• Developing a ML / AI model which provides some sort of unique outcomes or insights into our data such as recommendation algorithms, predictive analytics, classifications, or other.

By the end of the project, students should submit a final report (along with any source materials such as code, workbooks, etc) that demonstrates:

• Understanding of the available dataset
• Methodologies and approaches
• Outcomes and results
• Recommended next steps
• Providing source code in a proper software development environment as applicable

Students will connect directly with us for mentorship throughout the project. We will be able to provide answers to questions such as:

• Current product understanding
• Current data set and guidance in navigating it
• Current industry standard approaches to ML and AI.
• Computational tools