Coding

Welcome to the Experimentation with Python page! This section of my website is dedicated to showcasing the various experimental Python scripts I've developed. These codes demonstrate the application of Python in scientific research, data analysis, and various other experimental setups.

Hyperspectral Imaging Python code

The script by Marcus Ferreira processes data from a SPECIM IQ camera using the iqcampy library. It reads dark, white, and capture references, computes reflectance, and visualizes data. PCA and K-means clustering are performed on reflectance data. It also filters reflectance values within a specified range, saving results to a CSV file.

Code initial structure

Code in action

RGB Python code

In my recent project, I utilized masking techniques for RGB images. By defining regions of interest (ROI) through masks, I precisely calculated areas and colors in the Lab color space. This advanced approach enhances accuracy and efficiency in image processing tasks. Additionally, I optimized the code for seamless integration, ensuring smooth workflow and robust analysis in diverse applications. This code was designed and planned for our Smart Dryer.