The police want anyone with doorbell or dashcam footage to come forward.
Officers are appealing for information as just after midnight on the 14th May, they were called to a report of an alleged rape in the George Eliot Memorial Gardens in Nuneaton.
Warwickshire Police said: "A woman was reportedly approached by an unknown man who then allegedly forced her to perform a sex act on him."
Warwickshire Police say if you saw anything in the area or live in the area and have doorbell camera, dashcam, or CCTV footage to let them know citing Incident 4 of 14 May:
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Online at warwickshire.police.uk/report
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By phone on 101
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Anonymously through CrimeStoppers on 0800 555 111