Obesity and obese are stated as an international issue. It has been linked to each cutting-edge and a greater danger of creating a variety of persistent diseases, such as the generic cardiovascular ailment (CVD). Body Mass Index (BMI) calculates a person's physique weight in relation to their peak and also predicts their chance of growing obese. BMI monitoring is consequently crucial for monitoring and controlling obesity. Existing strategies for estimating BMI that predict weight problems are both pricey and want a lot of processing energy or they are no longer cloud-based. This find out about goals to create an Internet og Things IoT (IoT) machine that can apprehend and normalize things to do that amplify a person's chance of obesity or ingesting problems. We would supply a textile for estimating BMI the use of IoT with weight problems prediction. Based on records gathered from wearable tools, this gadget will make pointers on what to consume and how to exercising to forestall obese and weight problems.