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Automatic Stones Classification through a CNN-Based Approach
Abstract. This paper presents an automatic recognition system for classifying stones belonging to different Calabrian quarries (Southern Italy). The tool for stone recognition has been developed in the SILPI project (acronym of "Sistema per l'Identificazione di Lapidei Per Immagini"), financed by POR Calabria FESR-FSE 2014-2020.Our study is based on the Convolutional Neural Network …
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Spiral classifier is a mechanical classification machine based on the principle that the specific gravity of solid particles is different in the speed of precipitation in liquid. During the beneficiation process, the ore needs to be ground to a certain fineness so that the fine-grained useful minerals and gangue can be fully dissociated and ...
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Prediction of Kidney Stones Using Machine Learning
This contribution details the database construction and the design of the tested kidney stones classifiers. Even if the best results were obtained by the Inception v3 architecture (weighted precision, recall and F1-score of 0.97, 0.98 and 0.97, respectively), it is also shown that choosing an appropriate colour space and texture features allows ...
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A simple maintenance guide for air classifiers
Are you over feeding or under feeding the classifier? Whether you employ inclined belts, screw feeders or air slides, it is important to maintain relative consistency in the feed rate. Material to air flow ratio can have dramatic effects on classifier efficiency. 4. Excessive wear. Check the internal areas of the classifier for wear.
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Gupta R. Random Forest Classifiers for Automated Kidney Stone Detection. Pattern Recogn Image Anal. 2019;30(1):112–118. Lee K. Using SVM for High-Dimensional Data in Medical Image Analysis: A Kidney Stone Detection Case Study. ... Bazmi S, Tabrizi R. Predicting symptomatic kidney stones using machine learning algorithms: insights from the ...
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