Image-based simultaneous particle size distribution and

Image-based simultaneous particle size distribution and

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Deep learning was used to simultaneously determine the API concentration and particle size distribution of two components of a powder blend
AbstractThis work presents a system, where deep learning was used on images captured with a digital camera to simultaneously determine the API concentration and the particle size distribution (PSD) of two components of a powder blend. The blend consi

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Dorián GALATA, PhD Student, Master of Engineering, Budapest University of Technology and Economics, Budapest, Department of Organic Chemistry and Technology

Flow chart of this research.

Partial least squares (PLS) model predicted class versus tablet sample

Image-based simultaneous particle size distribution and concentration measurement of powder blend components with deep learning and machine vision - ScienceDirect

The classification errors obtained by

Orsolya PÉTERFI, PhD Student, Budapest University of Technology and Economics, Budapest, Department of Organic Chemistry and Technology

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Partial least squares (PLS) model predicted class versus tablet sample

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PDF) Image-Based Artificial Intelligence Methods for Product Control of Tablet Coating Quality

Confusion matrix of the test set showing the classification accuracy of

Artificial intelligence generates novel 3D printing formulations - ScienceDirect