Richmond Council owned Twickenham Training Centre is currently used by schools for conferences.
Alongside the building in Grimwood Road is a garden which includes a number of vacant raised beds and a greenhouse.
Colin Cooper is CEO of Habitats & Heritage, which has been awarded the funding to develop it.