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Machine Learning and Artificial Intelligence enthusiast 🧠
In theory also Data Scientist, not sure what it means by now πŸ“Š


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Main Projects

video-sr counting simsiam

Bunch of projects in Python, R and little bit of everything πŸ’»
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Arturo Ghinassi's Projects

api icon api

Implementation of an API in fastapi connected to a MongoDB server and hosted via Docker.

basicvsr icon basicvsr

Real World Video Super Resolution Architectures to super-resolute highly corrupted and noisy images

bert-topic-extraction icon bert-topic-extraction

Topic Modeling with BERT using as baseline Dimensionality Reduction and Clustering on the TF-IDF Matrix.

cleanvit icon cleanvit

Vision Transformer Architectures for Image Denoising

dag-linkage-analysis icon dag-linkage-analysis

Implementing the Linkage and Pathway Universal Tests using the clrdag package for Direceted Acyclic Graphs. Testing the two tests on cytometry data to analyze the links.

docker-app icon docker-app

Docker container for a loan prediction application.

galaxy-countr icon galaxy-countr

CounTR applied on FITS Images for the task of Object Counting

mixersr icon mixersr

An all MLP Architecture for Image Super-Resolution

motogp-bayesian-analysis icon motogp-bayesian-analysis

Multilevel Beta regression to extrapolate MotoGP rider’s skill accounting for constructor advantage.

raft icon raft

RAFT unofficial implementation in PyTorch

simsiam-tf icon simsiam-tf

Implementation of a Simple Siamese network for contrastive learning in tensorflow2.0

vsrlab icon vsrlab

Video Super Resolution library that implements training and evaluation of video super resolution architectures. Metrics and SoA architectures are already implemented, for quick fine-tuning and evaluation.

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