Plumerault, M. Antoine (2018) Transfer learning for re-identification and classification on challenging datasets PFE - Projet de fin d'études, ENSTA.
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Résumé
This document presents the work I have done during my internship at CEA fromthe 10th of April 2018 to the 9th October 2018. It describes several deep learn-ing techniques used to build a search engine for tattoos images based on visualcontent. We have explored several methods to produce a useful representation oftattoo images in which close points correspond to similar tattoos. The second partof the document is dedicated to my work on face recognition. To solve this task weused a large database of labeled images and explored different techniques to build arepresentation of face images that is useful for face recognition.
| Type de document: | Rapport ou mémoire (PFE - Projet de fin d'études) |
|---|---|
| Mots-clés libres: | Machine Learning, Deep Learning, Image Processing, Image Analysis,Face Recognition, Transfer learning, Metric Learning |
| Sujets: | Sciences et technologies de l'information et de la communication Mathématiques et leurs applications |
| Code ID : | 7295 |
| Déposé par : | Antoine Plumerault |
| Déposé le : | 10 avr. 2019 14:34 |
| Dernière modification: | 10 avr. 2019 14:34 |
