The museum was founded in 1970 by Adachi Zenko (1899–1990), a native of Yasugi. He was a successful local merchant as a textile wholesaler and real estate business.
He collected Yokoyama Taikan paintings and he thought they went well with the museum's beautiful landscape garden. Free shuttle bus ride from JR Yasugi Station.