97 citations · 97 across the 1 of their papers we have counts for
3 papers
Evaluating how interactive visualizations can assist in finding samples where and how computer vision models make mistakes
Hayeong Song, Gonzalo Ramos, Peter Bodik
Creating Computer Vision (CV) models remains a complex practice, despite their ubiquity. Access to data, the requirement for ML expertise, and model opacity are just a few points o…
Unified Management and Optimization of Edge-Cloud IoT Applications
Shadi A. Noghabi, Jack Kolb, Peter Bodik +1
Internet of Things (IoT) applications have seen a phenomenal growth with estimates of growing to a 25 Billion dollar industry by 2020. With the scale of IoT applications growing an…
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodik +4
Large volumes of videos are continuously recorded from cameras deployed for traffic control and surveillance with the goal of answering "after the fact" queries: identify video fra…