Supporters of the practice claim that dolphin and whales have been hunted and eaten in the area for centuries, and some local fishermen say the cull is necessary to keep dolphins from eating too many fish.
But animal rights activists in Japan, including those who staged protests against the start of the hunting season on Monday, claim the hunts are not traditional, the International Business Times reported.
Protesters from across the world also lent their voices to the cause, using #JapanDolpinDay and #JDD2014 on social media websites.
"[The hunts] exist only for making big profits for the fishermen and the companies that buy live dolphins for their facilities," the NGO Save Japan Dolphins said, the website reported.
"The hunts began in 1969, and several other Japanese towns (Iki Island and Futo) have given up their drive hunts. There is no excuse for Taiji to claim that opponents are against their 'food culture' or 'ancient traditions'."
Last year, 850 dolphins were killed in last year's hunts, and over 150 were taken to live in captivity, according to charity Whale and Dolphin Conservation (WDC), which campaigns, lobbies and advises on protecting the creatures.
The deadly practice sparked international outrage in 2009 following the release of 2009 The Cove.
The documentary claims that more than 20,000 dolphins and porpoises are killed every year in Japan.
Earlier this year, Japan's top government spokesman Yoshihide Suga, defended the controversial cull as "lawful", following unusual criticism from the usually close US ambassador to Japan.
- UK Independent