Chief Dyer made the announcement in a statement released on Monday just minutes after Brand said he would be leaving the mayor's office at the end of his term.
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Brand says he is already feeling energized after making his decision to hang up his political career.
"We had a family meeting a couple of weeks ago," he said. "I've been thinking about this for probably six months and the consensus was don't run for another term."
He's focusing on finishing his time in office by improving the fiscal outlook for Fresno and continuing to bring businesses and more importantly jobs to Fresno. But after that, he's planning to enjoy more quality time with grandkids and his family.
"I turned 70 last month and I'm thinking, God, I'm getting up there," he said. "And my wife is saying Lee when are we going on a vacation?"
The Fresno police chief already has the blessing of his wife and children to seek the job overseeing the fifth largest city in the state. Now he's just talking with close friends to make sure he's in for good.
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"What's next is me making sure, absolutely in my heart that I should be the mayor of this city," Dyer said. "And I feel the calling it's just a matter of me affirming that calling."
ABC30 legal analyst Tony Capozzi expects the race will come down to Dyer and Janz. But he says Dyer's name ID and experience makes him more qualified.
"I think immediately Chief Dyer is going to be the frontrunner in this case. He's been the chief of police for a number of years, not only that, he's been a police officer for a number of years," Capozzi said. "He's worked his way through the system, he's earned the job as the chief. He's done frankly a very good job as the chief of police."
Prosecutor Andrew Janz, who ran unsuccessfully against Congressman Devin Nunes, says Fresno needs a change and a new vision.
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"Jerry and I, we both wear badges, we both work in law enforcement," Janz said. "I like him personally. But I don't think that the people of Fresno are going to elect another insider from the political machine that has not gotten anything done over the years."
Monday another candidate also confirmed he is running. Councilmember Luis Chavez is also planning his campaign for mayor.
Dyer has sold his countryside home in Fresno County to move into Fresno. He plans to make a final announcement in the upcoming weeks.
Chief Dyer 'strongly' considering Fresno mayoral run, Brand won't seek re-election