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gaetanpelletier's Projects

dog_breeds_dl icon dog_breeds_dl

This is a repository used by Gradio in order to depploy my application for dog breeds classification.

nba_players icon nba_players

Classification of NBA players, in order to maximize accuracy. To achieve this, I choose a decision threshold that maximizes the F 0.5 score.

nlp_disaster_tweets_kaggle icon nlp_disaster_tweets_kaggle

In this Kaggle competition, you’re challenged to build a machine learning model that predicts which Tweets are about real disasters and which one’s aren’t.

projet_elec_pelletier_gaetan_oc_iml_fr icon projet_elec_pelletier_gaetan_oc_iml_fr

Vous travaillez pour la ville de Seattle. Pour atteindre son objectif de ville neutre en émissions de carbone en 2050, votre équipe s’intéresse de près aux émissions des bâtiments non destinés à l’habitation.

projet_olist_pelletier_gaetan_oc_iml_fr icon projet_olist_pelletier_gaetan_oc_iml_fr

Vous êtes consultant pour Olist, une solution de vente sur les marketplaces en ligne. Olist souhaite que vous fournissiez à ses équipes d'e-commerce une segmentation des clients qu’elles pourront utiliser au quotidien pour leurs campagnes de communication.

real_time_obj_detection icon real_time_obj_detection

In this project, I tried to detect objects in real time. In order to achieve this goal, I used: OpenCV to capture my webcam, and YOLOv5 to detect object.

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