The photographs posted on a website showed several models stretching out their hands pretending to be a six-limbed deity. Another picture showed a model lifting her t-shirt as she stands against paintings of Hindu deities.
The pictures were taken at a music festival during New Year festivities.
The National community leaders have unanimously condemned these actions, but the photographer defended saying it was within the rights to freedom of expression.
South African Tamil Federation President Karthi Moothsamy said his organisation would pursue the matter with both the ruling African National Congress and government institutions.
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"We will call on government to introduce legislation that protects Hindu and other religious iconography from being denigrated."
South African Hindu Maha Sabha president Ashwin Trikamjee said these type of action reared its head from time to time, usually from people who were ignorant of its religious significance.
"We have to find a way to address the increasing use of Hindu iconography in a derogatory way with impunity," he said.
Hindu Youth Network Chairman Pregesan Pillay said the latest incident was particularly offencive as it came while temples across the country marked Thaipoosam Kavady, honouring the deity Ganesha, one of those featuring in the offencive pictures.
Who told the weekly Post that he would have to consult with his staff before taking a decision on removing the photos from the website.
But the artistic director of the photo shoot, Lucia Gcingca, was opposed to this.
"I strongly believe in the freedom of expression and what we did was to express our artistic freedom. We used the pictures because they looked good. They had no political meaning," she said.