3 papers
cs.CV2020
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia
Edward Verenich, Alvaro Velasquez, Nazar Khan +1
Trust in predictions made by machine learning models is increased if the model generalizes well on previously unseen samples and when inference is accompanied by cogent explanation…
cs.CV2020
Hazard Detection in Supermarkets using Deep Learning on the Edge
M. G. Sarwar Murshed, Edward Verenich, James J. Carroll +2
Supermarkets need to ensure clean and safe environments for both shoppers and employees. Slips, trips, and falls can result in injuries that have a physical as well as financial co…
cs.DC2020
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints
Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed +1
The integration of artificial intelligence capabilities into modern software systems is increasingly being simplified through the use of cloud-based machine learning services and r…