This is a randomized clinical trial aimed at obese and sedentary subjects aged 20 to 65 years selected in urban primary care centers of 5 centers (Spain). Its objective is to evaluate the effects of the addition of an ICT tool developed for the Smartphone application and a Smartband in support of behavioral and educational recommendations to reduce weight.