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ais-projects

All the projects and activities carried out during the Artificial Intelligence Systems master's degree at UniTn.

bachelor-thesis

"Predictive Queue Management in Supermarkets" - my bachelor's thesis at University of Trento (2019/2020).

competitive-programming-solutions

My solutions to some of the coding contests I attended.

cooking-assistant

A conversational agent developed with Rasa to help searching and preparing food recipes.

evolutionary-image-vectorization

An algorithm for vectorizing raster images based on genetic algorithms and swarm intelligence.

evolutionary-music-transcription

An algorithm for automatic music transcription based on Evolution Strategies (ES). Converts a raw music file to its MIDI representation.

gbemu

A Game Boy Color emulator written in Rust with WebAssembly support.

materight.github.io

neural-network-projects

Some experiments with neural networks trained using a genetic algorithm in JavaScript.

non-rigid-object-tracking

A set of algorithms for non-rigid tracking of multiple objects in videos from different domains.

pyav_hw

repnet-pytorch

A PyTorch port with pre-trained weights of RepNet, from "Counting Out Time: Class Agnostic Video Repetition Counting in the Wild".

seq2seq-slot-filling

A squence-to-sequence model in PyTorch with attention and beam search for concept tagging. Trained and evaluated on the ATIS dataset.

streamcorn

A simple Android app for scraping streaming websites.

therapy-recommender-system

An hybrid recommender systems for suggesting medical therapies, based on matrix factorization and collaborative filtering.

torchaudio

Data manipulation and transformation for audio signal processing, powered by PyTorch

trinet-identity-attribute-recognition

A multi-task learning approach to person re-identification and attribute recognition. Written in PyTorch, trained and evaluated on the Market-1501 dataset.

understandable-protopnet

A study on the interpretability of the concepts learned by Prototypical Part Networks (ProtoPNets) on the CUB200-2011 and CelebAMask datasets.

unpaired-spade

Unpaired Semantic Segmentation and Image Synthesis based on SPADE and UPerNet.