no code implementations • 10 Jul 2020 • R. Austin McEver, B. S. Manjunath
Current state of the art methods for generating semantic segmentation rely heavily on a large set of images that have each pixel labeled with a class of interest label or background.
1 code implementation • 2 Aug 2021 • A S M Iftekhar, Satish Kumar, R. Austin McEver, Suya You, B. S. Manjunath
For detecting HOI, it is important to utilize relative spatial configurations and object semantics to find salient spatial regions of images that highlight the interactions between human object pairs.
no code implementations • 1 Jun 2022 • R. Austin McEver, BoWen Zhang, Connor Levenson, A S M Iftekhar, B. S. Manjunath
Each video includes annotations indicating the start and end times of substrates across the video in addition to counts of species of interest.
no code implementations • 15 Nov 2022 • R. Austin McEver, BoWen Zhang, B. S. Manjunath
However, in many scenarios, it can be difficult to collect images for training, not to mention the costs associated with collecting annotations suitable for training these object detectors.