pisalore's Projects
Advanced Algorithm and Graph Analysis project.
Using Pointnet, a Neural Network that works with point cloud data structure, the goal of this project it's to locate and segment geometric textures in archeological 3D images and analyze the results of this computation.
Advanced Tool and Techniques for Software Development exam project at UNIFI
CSP colored squares problem for the Artificial Intelligence exam, UNIFI
Deep Clustering for Unsupervised Learning of Visual Features
PyTorch implementation of "LayoutTransformer: Layout Generation and Completion with Self-attention" to appear in ICCV 2021
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
DVC submodule of mlops-practice repository
A tutorial on using EKS with fargate on the AWS Cloud
Human Computer Interaction project. An events manager app.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
This is a project template which uses FastAPI, Alembic and async SQLModel as ORM. It shows a complete async CRUD using authentication and role base access control.
A PDF annotator implemented with PDFMIner and Latex source files downloaded from arXIv.org with the purpouse of train a F-RCNN Neural Network for paper objects detecting. Data and Document Mining course project at UNIFI.
Serverless Machine Learning Applications with Hugging Face Gradio and AWS Lambda
A simple maven project with the aim to learn hibernate and testcontainters frameworks.
A simple implementation of kMeans algorithm with CUDA.
A simple implementation of kMeans algorithm using OMP and with his sequential version..
A simple implementation of MeanShift algorithm with CUDA.
A simple MeanShift implementation in his sequential version.
An application of NeuroGPS on light sheet microscopic images (degree thesis at UNIFI).
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Controlling a mechanical device (e.g. Rc car or Robotic arm) using your body. Made by analyzing frames with OpenPose.
Config files for my GitHub profile.
Rust book tutorials.
Experiments on pointnet capability to detect and recognize geometric patterns
Context aware, pluggable and customizable data protection and anonymization SDK for text and images
A jupyter notebook for Pycon2022 talk