Smartphone-based colorimetric detection via machine learning
نویسندگان
چکیده
منابع مشابه
Smartphone Based Colorimetric Detection via Machine Learning
We report the application of machine learning to smartphone-based colorimetric detection of pH values. The strip images were used as the training set for Least Squares-Support Vector Machine (LS-SVM) classifier algorithms that were able to successfully classify the distinct pH values. The difference in the obtained image formats was found not to significantly affect the performance of the propo...
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متن کاملSmartphone Based E-learning
Children often attend schools intermittently in rural areas in Africa and India. This is caused by socioeconomic conditions which make pupils augment their family income by working. An e-Learning solution could aid in raising the level of education by making it easier for children to fit schoolwork into the day, acting as a complement to when they are able to attend school. Traditional distance...
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ژورنال
عنوان ژورنال: The Analyst
سال: 2017
ISSN: 0003-2654,1364-5528
DOI: 10.1039/c7an00741h