Pinned Repositories
aerial-view-segmentation
Binary and Multi-class Image Segmentation of High Resolution Aerial Drone Images
bert-topic-extraction
Topic Modeling with BERT using as baseline Dimensionality Reduction and Clustering on the TF-IDF Matrix.
cosine-annealing-linear-warmup
Cosine Annealing scheduler with linear warmup and support for multiple parameters groups.
galaxy-countr
CounTR applied on FITS Images for the task of Object Counting
santurini's Repositories
santurini/galaxy-countr
CounTR applied on FITS Images for the task of Object Counting
santurini/aerial-view-segmentation
Binary and Multi-class Image Segmentation of High Resolution Aerial Drone Images
santurini/moe-tutorial
Simple tutorial for the FastMoE library.
santurini/bert-topic-extraction
Topic Modeling with BERT using as baseline Dimensionality Reduction and Clustering on the TF-IDF Matrix.
santurini/cosine-annealing-linear-warmup
Cosine Annealing scheduler with linear warmup and support for multiple parameters groups.
santurini/music-sentiment
Analysis of the lyrics evolution from the 50s till today.
santurini/raft
RAFT unofficial implementation in PyTorch
santurini/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.
santurini/basicvsr
Real World Video Super Resolution Architectures to super-resolute highly corrupted and noisy images
santurini/cleanvit
Vision Transformer Architectures for Image Denoising
santurini/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.
santurini/mixersr
An all MLP Architecture for Image Super-Resolution
santurini/motogp-bayesian-analysis
Multilevel Beta regression to extrapolate MotoGP rider’s skill accounting for constructor advantage.
santurini/simsiam-tf
Implementation of a Simple Siamese network for contrastive learning in tensorflow2.0
santurini/docker-app
Docker container for a loan prediction application.
santurini/fastapi-docker
Implementation of an API in fastapi connected to a MongoDB server and hosted via Docker.
santurini/fastmoe
A fast MoE impl for PyTorch
santurini/ngrok-watcher
system unit to push ngrok url every time it changes.
santurini/santurini
TL;DR about me