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KevinDepedri/README.md

Hi, I'm Kevin Depedri 👋

I am a passionate engineer, working in the AI/ML field.

I am a graduate from the University of Trento 🎓

There I earned a Bachelor's degree in Information and Communications engineering 📡

and a Master's degree in Artificial Intelligence Systems 🤖

with a specialization in Computer Vision and Augmented Reality 👓

Here you can find some of the projects on which I have worked in the last years 💻

Feel free to contact me here on github for any project related question or collaboration.

Otherwise, you can reach me on Linkedin here 📫

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  1. Novel-Class-Discovery Novel-Class-Discovery Public

    Testing AutoNovel and UNO novel-class-discovery techniques to assess their prerformances under different settings. Plot of tSNE to evaluate clustering capabilities for known and new classes

    Jupyter Notebook 1

  2. Collect-and-display-a-dataset-in-augmented-reality-scenario Collect-and-display-a-dataset-in-augmented-reality-scenario Public

    Android app based on Unity and ArCore to acquire 2D holograms, host their pose in the cloud and retreive them from the cloud when needed

    ShaderLab 1

  3. Face-Spoofing-Detection-Using-Colour-Texture-Analysis Face-Spoofing-Detection-Using-Colour-Texture-Analysis Public

    Implementation of the approach presented in the paper 'Face Spoofing Detection Using Colour Texture Analysis' to tackle spoofing attempts

    Python 1

  4. MPI-Parallel-Closest-Pair-of-Points MPI-Parallel-Closest-Pair-of-Points Public

    Parallel MPI implementation of Bruteforce and Divide et Impera approaches to solve the Closest Pair of Points problem leveraging the HPC infrastructure provided by the University of Trento

    Shell 2

  5. Unsupervised-Domain-Adaptation Unsupervised-Domain-Adaptation Public

    Implementation of DeepCoral and PixelDA UDA techniques to contrast the domain shift problem and achieve a positive gain on the Adaptiope Dataset

    Jupyter Notebook

  6. Spatial-Temporal-Calibration-for-Outdoor-Location-Based-Augmented-Reality Spatial-Temporal-Calibration-for-Outdoor-Location-Based-Augmented-Reality Public

    Official repository of the paper "Spatial-Temporal Calibration for Outdoor Location-Based Augmented Reality" authored by Lorenzo Orlandi, Kevin Depedri and Nicola Conci

    Jupyter Notebook 1 3