Lake Annie is a lake located in Otter Tail County, Minnesota. It appears on the Lake Olaf USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,325.69 feet (404.07 m) above sea level. The nearest populated place is Norwegian Grove, approximately 3.7 miles to the NW.