Open the album you want. In the upper right corner is a box with an arrow. Tap that then select the pictures you want to delete. Once you've selected them, in the lower right corner is the delete button.
Do what the above says. But if the photos are from a file on the computer, you need to plug in your iPhone into computer and open iTunes. Go to your device then photos and uncheck the photo folder. Resync