No, though you may find a bootleg copy. Modern audiences find the WWII depiction of the Japanese--with its racial caricatures, ethnic humor and unconcealed hatred for America's one-time enemy--to be cruel and offensive. Warner Home Entertainment is loathe to release this.
Note that this film may have fallen into the public domain, which would mean that anyone could legally distribute a video copy without paying royalties. You may find it on any number of cheaply-priced cartoon collections. Finding a copy with good picture and sound is another matter.