Dr James Ireland is a recent PhD graduate researching the fields of Computer Vision, Computer Graphics, and Artificial Intelligence; specifically focusing on Small Object Instance Counting, Synthetic Data Generation, Multiple View Geometry and Domain Adaptation.

His thesis, entitled ‘Computer-vision based instance counting of surgical instruments’ focus on human error prevention during surgical operations by assisting in ensuring all medical devices and materials are accounted for post-procedure. Highly motivated by research that has applications in the real-world and for the betterment of either mental or physical health outcomes. Further information and links to datasets can be found on his website