At an early age he formed the intention of becoming a painter, but his parents disapproved.
In 1904, his parents withdrew their opposition to his becoming a painter, and Ginner entered the Academie Vitti, where Henri Martin was teaching but where Ginner worked mostly under Gervais, who disapproved of Ginner's use of bright colors.