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Selection of projects in

Deep Learning

Data Analytics

Data Visualization

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SPOTIFY TREND VISUALIZATION

Evolution of musical characteristics worldwide over the year.

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PHENOTYPE PREDICTION FROM FUNCTIONAL BRAIN ACTIVITY

Applying advanced machine learning techniques to fMRI data to uncover meaningful brain patterns.

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WATERMARK EMBEDDING IN DEEP NEURAL NETWORKS

Implementation of a state-of-the-art algorithm using GANs and cryptography to embedd a secret watermark in the weight repartition of a CNN.

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DEEP LEARNING OPTIMIZATION

Experimenting with various ways to optimize efficiency of a convolutional neural network, as part of a competition where we finished second.

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MOVIE CREDITS EXTRACTOR

Segmentation, extraction and interpretation of movie credits from the French National Library database.

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MOVIE DESCRIPTOR

In partnership with the Cinémathèque de Bretagne, we have provided a prototype that automatically interprets videos from their archives and provides a brief summary, as well as a keyword description.

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