MIPAR

• Metal powder particle size and shape characterizationFully automated solution for quantifying particle size, roundness, and satellites
• Analyze a single scan or batch a sample set
• Nanofiber porosity and thickness analysisQuantify fiber density, void porosity and fiber thickness distribution
• Crack analysis, identify part defectsQuantify additive manufacturing crack density, size distribution, localized density
• Fully automated solution for quantifying a single field or an entire surface stitch
• ​​Original image by Nephron/Wikimedia Commons
• CC BY-SA 3
• 0
• Masson's trichrome staining of non-alcoholic fatty liver diseaseFully automated identification and quantification of fibrosis and stenosis

Masson's trichrome staining of non-alcoholic fatty liver diseaseFully automated identification and quantification of fibrosis and stenosis.

• Original image by Flickr/mamarie
• CC BY-SA 2
• 0
• ​Cells expressing fluorescently-labeled HSP70 (green) and/or P73α (red)
• Fully automated count of nuclei, with the percentage expressing HSP70, P73α, or both

​Cells expressing fluorescently-labeled HSP70 (green) and/or P73α (red).Fully automated count of nuclei, with the percentage expressing HSP70, P73α, or both.

• Original image by Andrew Romanowski DIC micrographs of leaf epidermisSemi-automated identification of epidermal cells, saving time and increasing accuracy in the face of challenging images Fully-automated identification of stomata, powered by deep learning

DIC micrographs of leaf epidermisSemi-automated identification of epidermal cells, saving time and increasing accuracy in the face of challenging images

Fully-automated identification of stomata, powered by deep learning.

• Original image courtesy of Aadil El-Turabi Electron microscopy of viral particlesFully automated virus identification, with diameter and shape measurement

Electron microscopy of viral particlesFully automated virus identification, with diameter and shape measurement

• Original image courtesy of Faith Brennan Bacterial colonies on an agar plateAutomatic plate detectionEstimated count of colonies which have grown together

Bacterial colonies on an agar plateAutomatic plate detectionEstimated count of colonies which have grown together

• Automated railtrack inspection via drone imagingRailtrack components quantified from drone imagery as part of a weekly railway inspection mandated by the federal railroad administration (FRA)
• Remote sensing of houses and trees in residential communityObjects automatically detected and classified into houses and trees, with a count of each class reported
• Filter paper contaminant classification and size measurementDetected contaminants are classified into predefined types and the size and shape reported
• Inventory count of palette types in storage fieldPalettes detected and classified into their different types
• Enabled drones to be used for automated inventory management of vast storage fields

Abhishek / Materials Science

Chris / Plant Science

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