MatteoMendula
Many ideas and many projects, but only one goal: focusing on being the best version of myself.
Pinned Repositories
ambient-intelligence
Application for Disruptive Situations Detection in public transports through Speech Emotion Recognition.
ar-tiles
Augmented reality application that lets users test tiles on their floors before buying.
CavernSeer
An iPadOS and iOS application for scanning 3D spaces
COVID19-twitter-depression
Analysis of labeling strategies aimed at identifying depression phenomena among users’ tweets.
crae-example
FitStic_noSQL
Fitstic noSQL database course
LSTM_Seq2Seq_TERMINET_SCHN
LSTM and BiLSTM Seq2Seq forcasting in TERMINET_SCHN project
ScaledHome_Control_System
This repository shows the architecture developed during my internship period at University of Central Florida
ScaledHome_Experiment_Management_System
TruFLaaS
Trustworthy Federated Leaning as a service
MatteoMendula's Repositories
MatteoMendula/FitStic_noSQL
Fitstic noSQL database course
MatteoMendula/ar-tiles
Augmented reality application that lets users test tiles on their floors before buying.
MatteoMendula/COVID19-twitter-depression
Analysis of labeling strategies aimed at identifying depression phenomena among users’ tweets.
MatteoMendula/LSTM_Seq2Seq_TERMINET_SCHN
LSTM and BiLSTM Seq2Seq forcasting in TERMINET_SCHN project
MatteoMendula/ScaledHome_Control_System
This repository shows the architecture developed during my internship period at University of Central Florida
MatteoMendula/TruFLaaS
Trustworthy Federated Leaning as a service
MatteoMendula/express-vercel
Deploy express js to vercel.
MatteoMendula/fitstic-final-project
MatteoMendula/DeepStream-Yolo
NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models
MatteoMendula/EAFL
Energy-Aware Federated Learning
MatteoMendula/Energon_Prometheus_exporter
Prometheus exporter for NVIDIA Jetson monitoring
MatteoMendula/GRM
Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation
MatteoMendula/Harvest
Harvest: a novel energy monitoring middleware for Distributed Learning
MatteoMendula/jetson_stats
📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series
MatteoMendula/lstm-attention-based-stress-detection
Attention-based bidirectional LSTM for Classification Task (ICASSP)
MatteoMendula/node-express-course
An introduction to Node.js and Express.js servers
MatteoMendula/Online3DViewer
A solution to visualize and explore 3D models in your browser.
MatteoMendula/powertop
The Linux PowerTOP tool -- please post patches to the mailing list instead of using github pull requests
MatteoMendula/prova-socket-server
prova-socket-server
MatteoMendula/QuantizingPytorch
MatteoMendula/RicircolaProduction
MatteoMendula/RoadBEV
Codes for RoadBEV: road surface reconstruction in Bird's Eye View
MatteoMendula/scaledHome-middlware
MatteoMendula/splittableFasterCRRNN_BQ
Bottleneck quantization for FasterRCNN object detection and encoder quantization (TRT)
MatteoMendula/TensorflowJS-face-detection
Simple example of face detection using blazeface
MatteoMendula/test-back-socket
MatteoMendula/test-front-socket
MatteoMendula/Timelapselab
TimelapseLab project
MatteoMendula/trustfed_NASA_data
This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisoning attacks, enable fair training settings, and maintain the participating devices' reputation. TrustFed provides fairness by detecting and removing the attackers from the training distributions. It uses blockchain smart contracts to maintain participating devices' reputations to compel the participants in bringing active and honest model contributions. We implemented the TrustFed using a python-simulated FL framework, blockchain smart contracts, and statistical outlier detection techniques.
MatteoMendula/Ubicomp2023
Ubicomp2023 experiments