Cynthia L. BASIS Independent
My Posts
Week 10: Developing a Better Clustering Strategy for Water Usage Analysis
May 4, 2024
This week, I made significant progress in the unsupervised segment of my project. As I mentioned last week, one of the major challenges I faced was the randomness of the data. It was chaotic, making it extremely difficult to determine which specific appliances—or even how many appliances—were running. To address this, I took the first […]
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Week 10: Levenberg Marquardt
May 4, 2024
Before I get into compute_depthmaps, I looked a little deeper into the math behind bundle adjustment and dug up some concepts that heavily rely on Linear Algebra and Multivariable Calculus. Minimization Problem Last week, I said that bundle adjust uses a linear solver but never specified what the linear problem was. Bundle adjustment is […]
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Week 9: Final Predictions
May 4, 2024
Hello everyone, welcome to my week 9 blog post. It is the last two weeks before the final presentations. My data analysis is about to come to an end. This week, I have mainly worked on comparing my model to a standard water quality dataset and working on the final presentations. The standard value for […]
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A Minor Update
May 4, 2024
I’ve finished all 3 of my multimedia projects, and will begin work next week. Will update you with the info then.
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