James Garland
PhD Candidate at the School of Computer Science and Statistics · Trinity College Dublin
https://researchid.co/jpgarland
@tcd.ie
185Google Scholar Citations
5Google Scholar h-index
5Google Scholar i10-index
Research Interests
Microarchitectural optimisations of machine learning algorithms in hardware, FPGA and ASIC.
Biography
An Irish Brummie with the lilt but not the brogue of the Irish
Education
MSc System Design (Microelectronics)
Recent Google Scholar Publications
- Implementation of knowledge distillation for onboard defect detection on an unmanned aircraft system for light aircraft general visual inspections
- Super-Resolution GANs for Enhancing License Plate Detection from Distorted Inputs
- Zero-shot Learning for Subdiscrimination in Pre-trained Models.
- Deep-learning-based defect detection for light aircraft with unmanned aircraft systems
- Image Classification for Defect Detection of Light Aircraft
Grants / Consultancy
Data-centric ultra-low power embedded computing Science Foundation Ireland (Dublin)2013-04-01 to 2017-03-31 GRANT_NUMBER: 12/IA/1381 None
Links
- ORCID https://orcid.org/0000-0002-8688-9407
- Google Scholar https://scholar.google.com/citations?user=4vCVTuIAAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=None
- Personal Weblink http://www.jpgarland.com