SSFAM (Société Savante Française d'Apprentissage Machine) and AFRIF (Association Française pour la Reconnaissance et l'Interprétation des Formes) jointly organize CAp (Conférence sur l'Apprentissage automatique) and RFIAP (Reconnaissance des Formes, Image, Apprentissage et Perception) conferences on July 1st-3rd 2024 in IMT Nord Europe and the Université de Lille, Cité Scientifique Campus. The two communities have numerous common research problems and we believe that this co-location will allow for very fruitful discussions. Though the two conferences have separate submission procedures several joint sessions are planned.