This Work was done as part of TELECOM-PARIS's course IMA205: 'Apprentissage pour l'image et la reconnaissance d'objet'. I finished first in the challenge among 44 Telecom-Paris students). The assignment is about classifying whether an art work contains a person or not.
I achieved an F1-score equal to 0.9180 by using transfer learning and ensemble learning.
Link to the Kaggle competition : https://www.kaggle.com/c/ima205-challenge-2020/overview