Davide Coccomini's repositories
Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection
Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
MINTIME-Multi-Identity-size-iNvariant-TIMEsformer-for-Video-Deepfake-Detection
Code for Video Deepfake Detector from "MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection", paper available on IEEE Transactions on Information Forensics and Security.
TimeSformer-Video-Classification
The notebook explains the various steps to obtain the results of publication: "Is Space-Time Attention All You Need for Video Understanding?"
Deepfake-Detection-Challenge-DFAD2023
Implementation of the winning solution for the Media Analytics Challenge 2023.
Adversarial-Magnification-to-Deceive-Deepfake-Detection-through-Super-Resolution
Official code for the paper "Adversarial Magnification to Deceive Deepfake Detection through Super Resolution"
GAN-Universe
This repository contains part of the code used to make the images visible in the article "How does an AI Imagine the Universe?" published on Towards Data Science.
ml-checklist
This tool can be used while you are working on a research project or at the end of it to make sure that you have done everything correctly and rigorously. The system will return a score for each of the four parameters taken into account, namely Robustness, Rigorousness, Completeness and Comparability.
LSDataBase
Large Scale Database Working Group
Cross-Forgery-Analysis-of-Vision-Transformers-and-CNNs-for-Deepfake-Image-Detection
Code for the paper Cross Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection
KMeans-MapReduce
Distributed development applied to KMeans clustering algorithm using Hadoop and Spark.
Predicting-Tornadoes-days-ahead-with-Machine-Learning
This is the official repository of the paper "Predicting Tornadoes days ahead with Machine Learning" and is designed to allow other researchers to reproduce the results presented in the paper but also to exploit the dataset for their own experiments. Within this repository there are also a number of additional files used in the research phase to explore the effectiveness of various approaches.
Cross-Forgery-Video-Deepfake-Detection
Code for paper "On the Generalization of Deep Learning Models in Video Deepfake Detection"
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
Client-Server-messaging
A messaging system that allows the exchange of messages between different users
Convolutional-Neural-Network-for-Medical-Imaging-Analysis-Abnormality-detection-in-mammography
Classifiers trained to distinguish between masses and calcifications within mammograms and classifiers able to distinguish whether masses and calcifications are malignant or benign.
Generative-model-most-similar-images
Function that output the 5 most similar training (real) images to the given generated (fake) images.
HashCode-2021
Python program to efficiently schedule traffic lights in a simulated road network, developed for Hash Code 2021