I made a website that uses your pictures to tell you if you are fat (areyoufat.app)

A new website has been launched that uses users' uploaded images to estimate their body mass index (BMI) and categorize them as underweight, normal, overweight, obese, or morbidly obese. While BMI has long been a standard measurement for assessing weight categories, it has significant limitations, particularly regarding its applicability across different racial and ethnic groups. The website claims to incorporate these variations by utilizing an AI model designed to provide a more accurate BMI estimate while acknowledging that it is still an approximation and not a definitive health measurement. This development is significant for the AI/ML community as it highlights ongoing efforts to address biases in health-related AI applications. By attempting to refine BMI calculations for diverse populations, the tool exemplifies the increasing importance of inclusivity and accuracy in AI models. However, it also raises ethical questions about the reliance on AI for sensitive health assessments and the potential consequences of misinterpretation. As these technologies proliferate, the need for continuous evaluation of their effectiveness and fairness becomes paramount.