Beefsteak Plant (Perilla frutescens), an increasingly common non-native weed on North American woodlands.

Shiso (Perilla frutescens)

Purple leaved versions are commonly grown in gardens, but the plants generally revert to green leaves within a generation or two of escaping into the wild.