D-Day June 6, 1944 We Remember. U.S. Army troops wade ashore on Omaha Beach during the landings, 6 June 1944. Total allied casualties (killed, wounded, missing, or captured) are estimated at approximately 10,000. Operation Overlord (also known as D-Day and Operation Neptune ) was the codename for the Allied invasion of northwest Europe. Operation Neptune