Thousands of people have signed up to eat at Indian restaurants across the country as part of a peaceful protest against racism.

The organiser of Vindaloo Against Violence, Mia Northrop, says she hopes today's event will demonstrate to local ethnic communities that Australians do not tolerate racism.

Over 16,000 people have signed up for the event, which started following a spate of violence against Indians in Victoria.

Ms Northrop says see wanted to create an event for all Australians.

"I wanted a way to get the silent majority of people who wouldn't necessarily go to protest or marches to have their voice heard on it," she said.

"I know the majority of Australians don't tolerate racism and they don't tolerate racially- motivated violence."

The Victoria Police Chief Commissioner, Simon Overland has praised the event.

"They've taken some initiative, they've acted and I think the community here and around the world has just responded tremendously," he said.

"I think it's a great opportunity to send a message of support to the Indian community and also a broader message around that we don't condone violence in any way, shape or form."