The film is backed by Chinese investors and will explore the formative years and adventures of the martial arts legend in 1950s Hong Kong, according to The Hollywood Reporter.
Veteran Hollywood casting director Mary Vernieu is currently leading a worldwide search for the actor to play the charismatic teenage, Lee.
The film will be co-scripted and produced by Lee's daughter, Shannon Lee, who runs Bruce Lee Entertainment, a division of the Bruce Lee Family Company, which is dedicated to promoting and protecting Lee's legacy and ideas.
"It is important that audiences today can relate their own lives to the journey of Bruce Lee, who manages to tap into his inner wisdom and harness his true destiny before it's too late."
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The film will follow a young Lee as he contends with "his family's disappointment, young love, true friendship, betrayal, racism, deep hardship and the inner fire that threatens to unravel his destiny," the producers said.
"I always thought that a film about how my father's life was shaped in his early years in Hong Kong would be a worthwhile story to share so we could better understand him as a human being and a warrior," Shannon said in a statement.
Now in pre-production, the project will begin shooting this summer in China and Malaysia.
Yu-San Yu, Allen Tan, Leo Zhang and Jeff Chao, along with Kapur, will serve as executive producers for the film.