Zimbabwe’s military has read out a statement on the country’s national broadcaster, ZBC, saying it has taken action to “target criminals”.
However, it said this was not “a military takeover of government” and President Robert Mugabe was safe.
Heavy gunfire and artillery were heard in northern suburbs of the capital, Harare, early on Wednesday.
Zimbabwe’s envoy to South Africa, Isaac Moyo, earlier dismissed talk of a coup, saying the government was “intact”.
A statement read out by the military on TV said the army wanted to deal with people who “were committing crimes that are causing social and economic suffering in the country”.
“As soon as we have accomplished our mission, we expect that the situation will return to normalcy.”
The statement said 93-year-old President Mugabe and his family were safe and their security was guaranteed.
It is not clear who is leading the military action.