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Kevin Rosales's Projects

ainn-mnist icon ainn-mnist

Neural Network to identify a number from a picture.

ciu-practica2 icon ciu-practica2

Solid of Revolution 3D Model Generator made with Processing

ciu-practica4 icon ciu-practica4

Planetary System Model with camera implementation made with Processing

ciu-practica5 icon ciu-practica5

3D Scene with textures, lights and camera movement made with Processing

ciu-practica6 icon ciu-practica6

Real-time video processing (including face detection and effects) made with Processing

cn-pj icon cn-pj

Impact of Strategies against Hacker Attacks based on custom SIR and SIS Models

cnn-facialage icon cnn-facialage

Convolutional Neural Network that predicts a Person Age using their facial photography.

ev3-car icon ev3-car

LEGO Mindstorm EV3 Autonomous Car with PD Control that regulates velocity depending on front distance and stays between two white lines.

facebool icon facebool

Have you ever played a platform game using your face... WHILE SHOUTING?!🏀

hle-semeval2021-task6 icon hle-semeval2021-task6

Solution for SemEval 2021 Task 6 Subtask 2 (Detection of Persuasion Techniques in Texts and Images) based on an ensemble of transformers from different sources. See webpage for more information about the task.

iml-w1 icon iml-w1

Implementation of k-Means, k-Medians, Bisecting k-Means and Fuzzy c-Means.

iml-w2 icon iml-w2

Implementation of PCA and study of its impact as a dimensionality reduction technique on k-Means algorithm. t-SNE and IncrementalPCA are also used for visualization purposes.

iml-w3 icon iml-w3

Implementation of kNN Algorithm with different distances, policies and weighting strategies. The ReductionKnnAlgorithm allows to perform the kNN by reducing the training set utilizing self-implemented Instance Reduction strategies such as SNN, ENN and DROP3.

kemlglearn icon kemlglearn

Different Machine learning algorithms in python trying to follow the interfaces of scikit-learn including MinMax k-Means clustering algorithm.

lol-match-prediction icon lol-match-prediction

Winner prediction in League of Legends (LoL) Professional Matches minute-by-minute using a LSTM architecture.

matharray-formalverification icon matharray-formalverification

Simple Ada/Spark package which works with some mathematical functions and arrays. The objective of this library is to make a formal verification using SPARK of some algorithms.

missionaries-and-cannibals icon missionaries-and-cannibals

Cannibals and Missionaries Algorithm using Brute-Force and Backtracking Iterator Strategies implemented in three Languages: R [RStudio], Python and Java!

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