Three men, with their faces covered, are captured smashing a window to gain entry to the house on Carr Forge View, Hackenthorpe, on Sunday night.
Two of the men are then captured climbing through the broken window while the third keeps guard outside.
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A Â£1,000 reward for information leading to the arrest of those involved in the break-in has been offered.
The crooks stole items including Rolex watches, Louboutin trainers and Louis Vuitton luggage, belts and wallets.
A gold bottle of 'Ace of Spades' champagne, worth hundreds of pounds, was also stolen in the raid.The culprits were last seen heading in the direction of Birley Spa Lane
A South Yorkshire Police spokeswoman said: "At around 7.40pm on Sunday, it was reported three men had broken into a property on Carr Forge Road, Sheffield.
"A window of the property was damaged in the incident and a number of items were stolen."
Anyone with information should call South Yorkshire Police on 101 and quote incident 999 of April 15.