The Palestinian Independent Commission says the detainees have been beaten, starved and subjected to psychological abuse.
But Hamas officials have denied the allegations, and on the eve of the Muslim holy month of Ramadan, ordered the release of nearly 100 political and criminal prisoners in a humanitarian gesture.
Al Jazeera's Ayman Mohyeldin has more from Gaza.