Light Intensity Analysis And Prediction For Dharana Using LabView

In today's distracted world, Dharana practice offers a solution to sharpen focus and concentration. This study explores the relationship between concentration and the intensity of light emitted by a diya. By analyzing the intensity of light, the duration of focus can be enhanced. Various oils are tested with diya light, and their intensities and pixel values are measured to determine the most effective for concentration. Logistic regression is employed to train a model, which provides reviews on oils based on their intensity values. Unlike conventional color-based methods, this approach focuses on light analysis, incorporating HSI and RGB luminance. LabVIEW's Vision Acquisition module facilitates image processing for accurate analysis. Ultimately, this research aims to optimize Dharana practice by selecting the most suitable oil to mitigate distractions and improve focus.