Fabio Carrara (@fabiocarrara)
github

fabiocarrara

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Top repositories

1

deep-parking

Code to reproduce 'Deep Learning for Decentralized Parking Lot Occupancy Detection' paper.
Python
100
star
2

meye

A deep-learning-based web tool for translational and real-time pupillometry
Jupyter Notebook
40
star
3

visual-sentiment-analysis

PyTorch port of models for Visual Sentiment Analysis pre-trained on the T4SA dataset.
Python
38
star
4

cbigan-ad

Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'
Python
38
star
5

mocap

Code to reproduce experiments in 'LSTM-based real-time action detection and prediction in human motion streams'
Python
29
star
6

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
Python
15
star
7

features-adversarial-det

Detect adversarial images from intermediate features in distance space
Python
12
star
8

pyffe

A small Python wrapper to setup, run, manage, and monitor experiments based on Caffe.
Python
10
star
9

node-forensic-adversarial

Increasing Adversarial Robustness of Neural ODEs in Image Forensic Tasks (PyTorch)
Jupyter Notebook
4
star
10

expman

Tiny experiment manager for machine learning
Python
4
star
11

gw-glitches

Gravitational Waves Noise Glitches Classification using Deep Learning
Python
4
star
12

diqm

Python
4
star
13

rmac-extractor

R-MAC Image Descriptor Extractor including Docker image with REST API.
Python
3
star
14

ir-bench

Benchmarking and evaluation code for image retrieval in Python + Dask and implementation of Surrogate Text Representation and Indexing
Python
3
star
15

pivoted-estimation

Code to reproduce 'Learning Distance Estimators from Pivoted Embeddings of Metric Objects'.
Python
2
star
16

edgemac-extractor

EdgeMAC image representation extractor for sketch-based image retrieval (Caffe models ported from original MatConvNet model)
Python
2
star
17

mocap-vae-features

Unsupervised feature learning of motion caption data using Variational Autoencoders.
Jupyter Notebook
2
star
18

web-cv

A web CV template written in Bootstrap
HTML
2
star
19

str-encoders

Surrogate Text Representation Encoders for Real Vectors
Python
2
star
20

adversarial-detection

Python
1
star
21

chord-struct

Python
1
star
22

deep-raspi-face

Deployment code for the system described in the paper "Facial-based Intrusion Detection System with Deep Learning in Embedded Devices"
Python
1
star
23

papyrus-matching

Python
1
star
24

cat2vec

Python
1
star
25

phd-thesis

Fabio Carrara's PhD Dissertation - Computer Engineering - University of Pisa
TeX
1
star
26

neural-ode-experiments

1
star
27

bio-pattern-nets

Convolutional Neural Networks for Biological Pattern Scoring
Python
1
star
28

mbd-dlmra

Material for the Deep Learning for Multimedia Retrieval and Analysis (DLMRA) course - Master in Big Data (MBD) of the University of Pisa
Jupyter Notebook
1
star