Fabio Carrara's repositories
deep-parking
Code to reproduce 'Deep Learning for Decentralized Parking Lot Occupancy Detection' paper.
visual-sentiment-analysis
PyTorch port of models for Visual Sentiment Analysis pre-trained on the T4SA dataset.
neural-ode-features
Pytorch code to train image classifiers based on ODE Nets on MNIST and CIFAR-10, extract features and test robustness to adversarial examples
features-adversarial-det
Detect adversarial images from intermediate features in distance space
gw-glitches
Gravitational Waves Noise Glitches Classification using Deep Learning
node-forensic-adversarial
Increasing Adversarial Robustness of Neural ODEs in Image Forensic Tasks (PyTorch)
rmac-extractor
R-MAC Image Descriptor Extractor including Docker image with REST API.
edgemac-extractor
EdgeMAC image representation extractor for sketch-based image retrieval (Caffe models ported from original MatConvNet model)
mocap-vae-features
Unsupervised feature learning of motion caption data using Variational Autoencoders.
pivoted-estimation
Code to reproduce 'Learning Distance Estimators from Pivoted Embeddings of Metric Objects'.
str-encoders
Surrogate Text Representation Encoders for Real Vectors
bio-pattern-nets
Convolutional Neural Networks for Biological Pattern Scoring
cross-modal-visual-sentiment-analysis
Code to reproduce "The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-modal Distillation". This project trains visual models for Sentiment Analysis in the Twitter domain using a cross-modal student-teacher approach.
deep-raspi-face
Deployment code for the system described in the paper "Facial-based Intrusion Detection System with Deep Learning in Embedded Devices"
phd-thesis
Fabio Carrara's PhD Dissertation - Computer Engineering - University of Pisa
VBS23-Post-Hoc-Analysis
Shared code for the post-hoc analysis of Video Browser Showdown 2023