EMDS-5: Environmental Microorganism image dataset Fifth Version for multiple image analysis tasks
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DOI: 10.1371/journal.pone.0250631
Abstract: Environmental Microorganism Data Set Fifth Version (EMDS-5) is a microscopic image dataset including original Environmental Microorganism (EM) images and two sets of Ground Truth (GT) images. The GT image sets include a single-object GT image… read more here.
Keywords: image; environmental microorganism; segmentation; image segmentation ... See more keywords
A novel hybrid transformer-CNN architecture for environmental microorganism classification
Sign Up to like & getrecommendations! Published in 2022 at "PLOS ONE"
DOI: 10.1371/journal.pone.0277557
Abstract: The success of vision transformers (ViTs) has given rise to their application in classification tasks of small environmental microorganism (EM) datasets. However, due to the lack of multi-scale feature maps and local feature extraction capabilities,… read more here.
Keywords: classification; novel hybrid; feature; environmental microorganism ... See more keywords