README.md

---
license: cc-by-nc-4.0
language:
- en
tags:
- biology
- microalgae
- pigment
- CNN
- spectrophometry
- spectra
---

# Trained CCN for microalgal pigment spectrophotometric quantification

Repository hosting the trained CNNs associated with the article (availablme in open access): 
[A deep learning framework for spectrophotometric quantification of key microalgal pigments.](https://www.sciencedirect.com/science/article/pii/S2666827026000447) 
Bayomie, O., & Pozzobon, V. (2026). 
*Machine Learning with Applications*, 100879.

## Structure

It contains the optimized model (stored as an .h5 file) for lutein and zeaxanthin (hybrid architecture). In addition, the different models reported in Table 3 of the article are uploaded in the folder *Table_3_Models*.

Predictions for lutein
![Image not found](./Lutein.png?raw=true)

## Contact

Please feel free to contact me. You can find my details on: https://victorpozzobon.github.io/