In search of a counter you can count on: relative efficacy of human visual and automated colony counting
Sign Up to like & getrecommendations! Published in 2018 at "Letters in Applied Microbiology"
DOI: 10.1111/lam.12851
Abstract: To evaluate comparative efficiency of traditional vs automated colony counting methods, cultures of Escherichia coli (ATCC 25945), Staphylococcus epidermidis (ATCC 12225), Streptococcus pyogenes (ATCC19615) and Streptococcus pneumoniae (ATCC49619) were prepared as pure cultures and mixed… read more here.
Keywords: colony; human visual; automated colony; time ... See more keywords
A New Few-Shot Learning Method of Bacterial Colony Counting Based on the Edge Computing Device
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DOI: 10.3390/biology11020156
Abstract: Simple Summary Here, we proposed a few-shot learning bacterial colony detection method based on edge computing devices, which enables the training of deep learning models with only five raw data through an efficient data augmentation… read more here.
Keywords: bacterial colony; shot learning; edge; colony counting ... See more keywords
A Systematic Approach for the Evaluation, Validation, and Implementation of Automated Colony Counting Systems
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DOI: 10.5731/pdajpst.2021.012646
Abstract: For several years, automated colony counting systems have been available with varying degrees of automation. Ever more sophisticated instruments are now increasingly used in microbiological laboratories of pharmaceutical quality control. In addition to the colony… read more here.
Keywords: approach evaluation; automated colony; counting systems; colony counting ... See more keywords