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Davide Brescia's Projects

bayesian-network-reservation icon bayesian-network-reservation

The goal of this GitHub project is to use a Bayesian network to determine the probability of obtaining table reservations that will lead to sufficient profit

dubito icon dubito

Determine the most proficient AI for playing Dubito.

grande-mastro icon grande-mastro

Fantasy-themed Godot-based Game of the Goose project that serves as a board game base, featuring both client and server components for multiplayer gameplay

highlights-automation icon highlights-automation

This script makes it possible to automate the process of creating highlights by giving as input the movies, the corresponding minutes of highlights and banner ads. It will make sure to cut these actions and merge them into a single movie by scrolling up the advertising partners.

sexism-detection-nlp icon sexism-detection-nlp

The project focuses on identifying signs of sexism in texts through three tasks: identifying sexism, categorizing sexism, and sub-categorizing sexism. The best model used for completing these tasks is RoBERTa pre-trained on hate speech with the addition of data augmentation and learning rate scheduler techniques.

sketchzoo-animal-image-retrieval-with-siamese-neural-networks icon sketchzoo-animal-image-retrieval-with-siamese-neural-networks

SketchZoo is a project that utilizes Siamese neural networks for efficient animal image retrieval. With the power of contrastive and triplet loss functions, SketchZoo accurately matches hand-drawn animal sketches to corresponding images. It also provides a user-friendly GUI interface for convenient image retrieval based on sketches

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