No people were seriously injured in the collapse, rescue workers have confirmed.
One worker suffered a minor injury to his ankle.
The cause of the collapse has yet to be determined.
The crane was lifting one of the concrete blocks off the deck of the barge when the incident happened at about 12:45pm.
The barge has been moved to safety while the incident is being investigated.