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10 followers · 12 following
  • Milan, Italy

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carls31/README.md

Hi there 👋

I'm interested in Machine Learning and Deep Learning algorithms for Earth Observation and Remote Sensing.

carls31

Connect with me:

https://www.linkedin.com/in/lorenzo-carlassara/

My projects:

Be sure to check out my pinned projects below!

  • earth-observation-for-fire-mapping assess burn severity indexes for fire mapping using multispectral satellite imagery
  • se4geo-lab development of an interactive application for air pollution monitoring
  • multiclass-logistic-regression-model for cardiovascular heart disease prediction
  • an2dl-image-classification Deep Learning: transfer learning approach with the ConvNeXtLarge model
  • gis-lab-website landslide susceptibility map website for geohazard risk assessment
  • mfbo-method is an efficient method for reducing uncertainty using multi fidelity and Bayesian optimization with a general overview of possible acquisition functions (rewritten for Torch Functional API).

Languages and Tools:

python pytorch botorch tensorflow keras git linux docker

carls31

 carls31

Pinned Loading

  1. earth-observation-for-fire-mapping earth-observation-for-fire-mapping Public

    Earth Observation Project

    Jupyter Notebook 1

  2. multiclass-logistic-regression-model multiclass-logistic-regression-model Public

    Multiclass Logistic Regression Model for Cardiovascular Heart Disease Prediction

    R 1

  3. software-engineering-for-geoinformatics-assignment software-engineering-for-geoinformatics-assignment Public

    iAPP4P - Development of an interactive APPlication for Air Pollution monitoring

    Jupyter Notebook 1 2

  4. gee-hydrology gee-hydrology Public

    Introduction to Google Earth Engine for Advanced Geospatial Analysis

    Jupyter Notebook 1

  5. MatteoGobbiF/gis-lab-website MatteoGobbiF/gis-lab-website Public

    Landslide Susceptibility Map

    JavaScript 2 1

  6. an2dl-image-classification an2dl-image-classification Public

    Artificial Neural Networks and Deep Learning assignment

    Jupyter Notebook 1