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Update on classification
06/20/2023 at 10:58 • 0 commentsAfter some testing, the decision tree algorithm using the scikit-learn algorithm is able to assign labels to dielectric constants (see video below)
In this video, I input an arbitrary value for the dielectric constant received by the script to test the classification. While the code is not complete, it manages to assign a label of 0 (glass/plastic) when the constant is 0, For a constant of 40 the algorithm correctly guesses organic matter (1), and finally for a constant of 200, the algorithm classifies it as a metal (2)
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Update on dielectric sensing
06/20/2023 at 10:17 • 0 commentsWe intend to add the results of the project in this section
Once received, we proceeded to test the capacitive sensor with the Arduino operations.