Booker T. Washington's autobiography "Up from Slavery" details his journey from being born into slavery to becoming the founder and president of the Tuskegee Institute. The summary focuses on how he overcame discrimination as a person of color and rose from slavery to graduate from Hampton and later establish the Tuskegee Institute, providing education for African Americans.