Santiago Calderón-Peña
My Projects
IncX

IncX
NEW

IncX is a Python library designed to track and visualize the explanations of video content. Built as part of my master's thesis research, it leverages techniques to interpret and present the underlying reasoning behind object detection models in real-time, making it easier to understand how AI systems make decisions based on video inputs.
IncX Web Application

IncX Web Application

This web application brings the power of IncX to life by allowing users to track real-time video streams, detect objects within the videos using YOLOv10, and visualize the explanations generated by the model. It serves as an interactive tool to explore the relationship between AI object detection and its corresponding interpretability in a user-friendly interface.
Contributions
ReX

ReX

ReX is an innovative image explainability tool that applies theories of actual causality and responsibility, as defined by Joseph Halpern and Hana Chockler.
© 2025 - Santiago Calderón-Peña