Increased the high-resolution photo analysis time from 30 sec to 2 sec.
The challenge was to create a solution that would allow the analysis of microscopic photos of microorganisms to count them, categorize and describe subspecies.
The processing pipeline consists of two stages based on artificial neural networks. It detects microorganisms and then segments their bodies to determine their surface on the image. To achieve such a precise segmentation, it's necessary to overexpose the image on a molecular level with support from other fields such as physics, mathematics, technology and more.
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