Search Results for author: Jennifer Hobbs

Found 6 papers, 1 papers with code

Residue Density Segmentation for Monitoring and Optimizing Tillage Practices

no code implementations9 Feb 2021 Jennifer Hobbs, Ivan Dozier, Naira Hovakimyan

"No-till" and cover cropping are often identified as the leading simple, best management practices for carbon sequestration in agriculture.

Probabilistic Deep Learning

Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery

no code implementations17 Dec 2020 Saba Dadsetan, Gisele Rose, Naira Hovakimyan, Jennifer Hobbs

Next, we construct our proposed spatiotemporal architecture, which combines a UNet with a convolutional LSTM layer, to accurately detect regions of the field showing NDS; this approach has an impressive IOU score of 0. 53.

Semantic Segmentation

Rugby-Bot: Utilizing Multi-Task Learning & Fine-Grained Features for Rugby League Analysis

no code implementations16 Oct 2019 Matthew Holbrook, Jennifer Hobbs, Patrick Lucey

Sporting events are extremely complex and require a multitude of metrics to accurate describe the event.

Multi-Task Learning

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