Pinned Repositories
ai4mi_project
ComputerVission
Apply filtering techniques(gaussian filter, bilateral filter), object detection(Sobel, Hough transform)
CS188_Artificial-Intelligence-Berkeley
Projects for the UC Berkeley "Artificial Intelligence" course (CS 188). This is a compulsory course at KU Leuven for the track in AI
IR2-project
Reproducibility study of the paper: "InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval"
MTRec-RecSys
Implementation of MTRec + improvements
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
SmartDetection
Real-time positioning tracking system with sleeping recognition. The app runs on Android, uses Firebase and Arduino Uno to recollect data.
SolarPowInverter
MPPT tracker that maximizes power ouput from Solar Panels
TSP_EA
Traveling Sales Problem: find the shortest path from a set of .csv files denoting the size of a tour. The algorithm takes care of infinity paths
Youtube-Whisper
A Gradio app that transcribes YouTube videos using audio extraction and OpenAI’s Whisper model.
danilotpnta's Repositories
danilotpnta/Youtube-Whisper
A Gradio app that transcribes YouTube videos using audio extraction and OpenAI’s Whisper model.
danilotpnta/MTRec-RecSys
Implementation of MTRec + improvements
danilotpnta/IR2-project
Reproducibility study of the paper: "InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval"
danilotpnta/ai4mi_project
danilotpnta/TSP_EA
Traveling Sales Problem: find the shortest path from a set of .csv files denoting the size of a tour. The algorithm takes care of infinity paths
danilotpnta/ASP-DeliveryPlanning
Repository for the Delivery Planning project using ASP and the Clingo Python package. This project focuses on finding optimal delivery routes in any input graph.
danilotpnta/computer_vission1
Respository for assignments of Computer Vision 1 MSc AI
danilotpnta/ComputerVission
Apply filtering techniques(gaussian filter, bilateral filter), object detection(Sobel, Hough transform)
danilotpnta/CS188_Artificial-Intelligence-Berkeley
Projects for the UC Berkeley "Artificial Intelligence" course (CS 188). This is a compulsory course at KU Leuven for the track in AI
danilotpnta/danilotpnta.github.io
danilotpnta/mma_2024
Repository for the course in Multimedia Analytics at University of Amsterdam 2024
danilotpnta/open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
danilotpnta/ai-ml-cheatsheet
A cheat sheet for AI/ML development. This repository serves as a quick reference guide for setting up environments, training models, and deploying AI models
danilotpnta/DataMining
Jupyter Notebooks for data processing
danilotpnta/detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
danilotpnta/DL2-G33
Implementation of the paper: "SAM-Med2D" + improvements
danilotpnta/dspy-examples
A collection of example AI programs built using DSPy and maitained by the Langtrace AI team.
danilotpnta/hammerspoon-config
My personal Hammerspoon setup
danilotpnta/machine_learning1
Respository for assignments of Machine Learning 1 MSc AI
danilotpnta/MachineLearning
A project focussed on the application of Game Theory, Reinforcement Learning and Deep Learning in a multi-agent setting using the DeepMind OpenSpiel library. This project was made in the context of the 'Machine Learning: Project' (H0T25A) course at the KU Leuven.
danilotpnta/NLP1_project
Respository for assignments of Natural Language Processing MSc AI
danilotpnta/ResearchFlowAgent
A Python-based agentic workflow leveraging DSPy, Pydantic, OpenAI, and connected-papers-py to retrieve current research papers and their citation networks
danilotpnta/rss-to-readme
📡📝 A GitHub Action that updates a section of a README from an RSS feed.
danilotpnta/SegEVOLution
SegEVOLution: An enhanced version of the SegVol model for volumetric medical image segmentation. This project extends the original architecture using LoRA adapters and context-prior learning, improving performance on both CT and MRI modalities.
danilotpnta/segmentation_viewer
A really simple tool to visualize different segmentation results
danilotpnta/sglang
SGLang is a fast serving framework for large language models and vision language models.
danilotpnta/snellius_101
Guide to run jobs and manage Linux terminal in Snellius: the National Supercomputer, the Netherlands
danilotpnta/theSecretProject
danilotpnta/UDBRNet
UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentation
danilotpnta/UN-General-Debate-Analysis-SDGs
Analysis of the UN General Debate Corpus (1970-2023) using exploratory data analysis (EDA), predictive modeling, and data visualizations to explore the link between political speeches and global issues.