Collins Island is a island located in Lake of the Woods County, Minnesota. It appears on the Flag Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,064.99 feet (324.61 m) above sea level. The nearest populated place is Penasse, approximately 3.8 miles to the NW.