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Pages

About me

Posts

Future Blog Post

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Blog Post number 4

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Blog Post number 3

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Blog Post number 2

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Blog Post number 1

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portfolio

Bachelor thesis

Research project in which several YOLO models were trained to classify aerial view images.

publications

Deep learning classification applied to traffic accidents prediction

Published in XLIII JORNADAS AUTOMÁTICA, 2022

In this paper, YOLOv4 neural networks are trained on a dataset, VisDrone, that is firstly validated through a custom-made graphic user interface. Several tests have been undertaken to compare these models to other previously existing models. The trained models are then used to detect and classify in real-time objects in a street to then be used by an algorithm to first track them, then calculate their trajectories and finally predict potential collisions between them.

Download here

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.