Unfortunately, there is no way to remove the frame from your carrier, and we would not recommend attempting to machine wash the item. The best method would be to spot clean as needed.  if your carrier needs a deep clean, try using a soft bristle brush, warm water, and mild soap, such as NikWax Tech Wash. Make sure to rinse thoroughly and let the fabric air dry completely, avoiding excessive sun exposure!