They were barred from using their boats three months ago by Myanmar authorities who say they're trying to prevent insurgents from entering or leaving the country by sea.
The ban is one small part of a sweeping and violent counter-insurgency campaign in Rakhine state, home to the long-persecuted Rohingya Muslim minority, where authorities have been accused of widespread abuses.
"What is the difference for us?" asks 35-year-old Mohammed, a Rohingya fisherman and the father of four children in Tha Pyay Taw village. "We will die in the village from starvation if we don't go out, or we can risk our lives to get some fish and fill our stomachs. We have nothing to eat."
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As long as the villagers leave their big boats on the shore, the police allow them to bob along the choppy waves for a price.
As noon approached on a recent day, dozens of villagers paddled their plastic rafts back to shore, fresh fish in tow. As they unloaded the day's catch, a policeman holding a sack approached and demanded some fish.
The fishermen described the transaction as typical. "We have to give it to them or they won't allow us to go again to the sea," said Kalumya, a 40-year-old fisherman who uses only one name.
Muslims in an overwhelmingly Buddhist nation, the Rohingya have long faced persecution in Myanmar, where most are denied citizenship. The latest outbreak of violence was triggered by October attacks on guard posts near the Bangladesh border that killed nine police officers.
While the attackers' identities and motives are unclear, the government launched a massive counter-insurgency sweep through Rohingya areas in western Rakhine state.
Most of Myanmar's more than 1 million Rohingya live in Rakhine, which borders Bangladesh.