Police said at 8.45pm on Sunday, they first spotted a vehicle of interest allegedly being driven by a 34-year-old man on Coolbellup Avenue.
Footage from Police Air Wing showed the alleged offender driving through several suburbs before ditching the vehicle and running into a property.
Whilst allegedly trying to escape through a paddock, the man was forced to change direction when he was chased by a herd of cattle.
“Are these cows going to him?” a Police Air Wing officer said.
The man encountered some steep terrain and started to struggle before he was cornered at a fence.
Police found the 34-year-old White Gum Valley man on the ground. He was arrested and charged with several offences.
The man was refused bail.