Ensure they're off and unplugged.
Use a plastic tool to separate LED strip from the wall.
Use a hairdryer on low heat to soften the adhesive.
Carefully remove the LED strip, maintaining steady pressure.
Wipe away sticky residue with a damp cloth or rubbing alcohol.