Discover @mesnico Open Source projects

Nicola Messina (@mesnico)

mesnico

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322
Global Rank 84,059 (Top 3 %)
Followers 29
Following 4
Registered almost 8 years ago
Most used languages

Python
68.8 %

Java
18.8 %

Jupyter Notebook
12.5 %
Location 🇮🇹 Italy
Country Total Rank 902
Country Ranking

Python
138

Java
457

Jupyter Notebook
634

RelationNetworks-CLEVR

A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset

TERAN

Code and Resources for the Transformer Encoder Reasoning and Alignment Network (TERAN), accepted for publication in ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

TERN

Code and Resources for the Transformer Encoder Reasoning Network (TERN) - https://arxiv.org/abs/2004.09144

text-to-motion-retrieval

Official code for reproducing results obtained in the short paper "Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language", accepted at SIGIR 2023.

ALADIN

Official implementation of the paper "ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval"

learning-relationship-aware-visual-features

Relational Content-Based Image Retrieval (R-CBIR) - Retrieving images with given relationships among objects

WifiIndoorLocation

Android application that localizes people in indoor environments, using wifi fingerprinting methods

Wiki-Image-Caption-Matching

MemePersuasionDetection

Deep learning methods for detecting persuasion techniques in memes

attentive_video_crowd_counting

Code for reproducing the results for the paper "A Spatio-Temporal Attentive Network for Video-Based Crowd Counting"

VBS22-KIS-Analysis

Jupyter Notebook

ai4eu-text-to-visual-search

Code for building the Text to Visual search component for use in Acumos. It is compliant with the AI4EU specifications.

food-recognition-MIM

Similarity search index and knn classifier for food searching and recognition. Implemented with Transfer Learning using Deep Features.

DTfH-Laboratory

Colab notebooks for experimenting with the techniques explained at the course "Deep Learning tools for image classification and retrieval" of the Digital Tools for Humanists summer school

Jupyter Notebook

Akka-File-Sharing

File sharing distributed application developed with Akka Framework

recurrent_vision_transformer_visual_reasoning

Code for reproducing the results from our paper "Recurrent Vision Transformer for Solving Visual Reasoning Problems", accepted at ICIAP 2021