For well over 30 years the Canning College remained in the Kaisar Bagh building, but this site was not suitable for the development of a big residential institution. The provincial Government was prevailed upon to come to its assistance and it readily consented to purchase the college building for a sum of Rs. 2,10,000/- to house the Provincial Museum. In 1905 the Government handed over to the college the extensive walled garden of about 90 acres on the north of the river Gomti, popularly known as “Badshah Bagh”, originally a garden house of King Nasir-ud-Din Haidar, and, since the pacification of Avadh, the Lucknow residence of the Maharaja of Kapurthala. Of the old royal building of this garden, only the Lal Baradari, one lofty and handsome gate and one canal are still present today.
After another financial aid by Maharaja Sir Bhagwati Singh of Balrampur, the implementation of a new building started taking shape. The plans of the building were entrusted to the well-known architect. Sir Swinton Jacob, who prepared an impressive design in the Indo-Saracenic style. The plans of the building were considered by the experts to be so distinctive and elegant that they were subsequently sent for demonstration at the Exhibition held in London on the occasion of the Festival of Empire in 1911.