Plant Drought Recovery Timelapse With Motion Vectors @kentvandervelden

Uploaded June 2021 | Updated September 2026, 29 minutes ago

Radish plants recover from drought in a timelapse video with motion vectors highlighting the direction the leaves move. Made by a plant phenotyping instrument from confluencerd.com

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Plant Drought Recovery Timelapse With Motion Vectors

Machine vision, gauge reading, LinuxCNC probing

$Spectrometer Introduction, Tear-down, and Data Analysis for Plant Phenotyping Spectrometers decompose light into a rainbow of colors and then measure each color accurately. In this video I tear-down a spectrometer, describe the theory, and use of a spectrometer. A recent leaf clip spectrometer is used to for a plant phenotyping application to predict tree lead species. Channel Love: Likes are free. https://paypal.me/KentVanderVelden Business Inquiries, Im a freelance scientific programmer: kent@confluencerd.com Finally, I demo software that Ive written for storing, organizing, analyzing (using PLS-DA), and reporting spectra. If you need help with a plant phenotyping project, let me know, I may be able to help your project. The geranium drought experiment is not fully described due to time. Theres additional background information thats needed for understand water absorption spectra. The device used in the video is not ideal for a drought application and so the results are not clear. Let me know if you would more details. The spectrometer that is tore-down is from Ocean Optics. The leaf spectrometer is from CID Bioscience. A Microsoft Surface tablet is used to power the spectrometer and collect data. CID CI-710 Leaf Spectrometer: https://www.cid-inc.com/plant-science-tools/leaf-spectroscopy/ci-710-miniature-leaf-spectrometer/ Ocean Optics USB4000: https://oceanoptics.com/product/usb4000-custom/ PLS-DA paper (So you think you can PLS-DA, Ruiz-Perez and Narasimhan): https://www.biorxiv.org/content/biorxiv/early/2017/10/21/207225.full.pdf Other PLS resources: Properties of Partial Least Squares (PLS) Regression, and differences between Algorithms: http://www.eigenvector.com/Docs/Wise_pls_properties.pdf A survey of Partial Least Squares (PLS) Methods, with Emphasis on the Two-Block Case: https://www.stat.washington.edu/research/reports/2000/tr371.pdf Diffraction grating explanation: https://www.youtube.com/watch?v=F6dZjuw1KUo https://www.youtube.com/watch?v=U02-O5Z9E6Y #KvvCreates, #Science, #Spectroscopy$

GAN (Generative Adversarial Network) Progression

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Plant Drought Recovery Timelapse With Motion Vectors