Actor Orlando Bloom and model Miranda Kerr didn't let their separation stop them from being a family Monday.

They were seen hugging and kissing each other on the cheek outside of Kerr's Manhattan home with their son Flynn, 2, in Bloom's arms. It looks like the family went for a nice, casual fall walk.

Kerr donned denim skinny jeans, studded cowboy boots, a black and white striped shirt, grey jacket, sunglasses and topped it off with a black Louis Vuitton purse. Bloom wore a hat, black vest, grey long-sleeved shirt, jeans and sneakers while little Flynn sported a leather jacket, a gray hat, yellow jeans, sneakers and a pumpkin bucket in tow.

Bloom and Kerr were also seen together on Saturday for the first time since announcing their split Thursday, Oct. 24.The family stroll isn't too surprising considering Bloom made it clear he and Kerr will stay on good terms.

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He said, "We're not friends, we're family...We're family."

When asked what cause the two to split in the first place he answered, ""Life is a mystery. Things don't always work out the way you want it to."

The couple released a joint statement through Bloom's rep Thursday to announce their split.

"Orlando Bloom and Miranda Kerr have announced that they have been amicably separated for the past few months. After six years together, they have recently decided to formalize their separation. Despite this being the end of their marriage, they love, support and respect each other as both parents of their son and as a family."

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They were together for three years before getting married in July 2010.

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Orlando Bloom, Miranda kerr