The use of stop and search powers by the PSNI has "disproportionately" affected minority ethnic communities in the last year, according to Amnesty International.
There was a 4% rise in the use of stop and search by police in Northern Ireland last year.
The human rights organisation also said that the powers had been used frequently against children, with 2,500 stop and search incidents involving young people.
