Search Results for author: Tewodros Ayalew

Found 2 papers, 1 papers with code

Unsupervised Domain Adaptation For Plant Organ Counting

2 code implementations2 Sep 2020 Tewodros Ayalew, Jordan Ubbens, Ian Stavness

Supervised learning is often used to count objects in images, but for counting small, densely located objects, the required image annotations are burdensome to collect.

Object Object Counting +2

AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images

no code implementations17 Jul 2020 Jordan Ubbens, Tewodros Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness

Counting plant organs such as heads or tassels from outdoor imagery is a popular benchmark computer vision task in plant phenotyping, which has been previously investigated in the literature using state-of-the-art supervised deep learning techniques.

Plant Phenotyping

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