Yes. Please note that it is a legal requirement in Kenya to carry ID with you at all times. All Kenyans have ID cards – for tourists, a passport will suffice. If you are travelling to/from Kisumu, you are very likely to pass through police check points where your vehicle will be stopped and you will be asked to produce your ID. Failure to do so can result in delays and even fines!