Measurement Magic Completed in as Little as 15 Seconds!

Bodygram’s AI Estimates 24 Body Measurements – Now with a Revolutionary New Feature to Estimate Body Fat Percentage and Muscle Mass Using Just Two Smartphone Photos

Set Body Composition Goals and Visualize Your Inner Body for a Giant Leap in Healthcare and Wellness Applications

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Bodygram Japan Inc. (Headquarters: Shibuya, Tokyo; CEO: Jin Koh) is pleased to announce a major app update for its proprietary AI-powered body measurement app “Bodygram,” which now includes enhanced features and a revamped user interface. The most notable new feature introduces a magical, revolutionary technology that allows users to estimate body fat percentage and skeletal muscle mass using only two photos taken with a smartphone. Just like the previous version of the app, this measurement process is completed by simply taking two full-body photos with a smartphone and inputting height, weight, gender, and age. Furthermore, a new "Body Goal" feature has been added, enabling users to set target body shapes based on their personal goals.

To meet the evolving lifestyles and needs of users, Bodygram has continuously updated its technology. This latest innovation enables not only the estimation of external body measurements but also internal body composition data—instantly and with ease. Bodygram is a free app that requires no expensive or special equipment—anyone can easily gain insight into their own body with just a smartphone. In addition to basic measurement and body tracking via avatar, this latest update allows users to understand their inner body condition, significantly expanding its potential in healthcare and wellness—especially through B2B collaborations. Look forward to future developments and announcements in Bodygram’s business expansion.

No Special Equipment Needed! Easily Measure Your Body’s “Inside” with Just Two Photos from Your Smartphone

AI Learns from Thousands of Data Points to Deliver Magical, High-Precision Body Composition Estimates

“Bodygram” is a next-generation body measurement technology app that uses AI. By entering your weight and height and taking full-body photos from the front and side, the app can estimate 24 body measurements. With this latest feature, the app can now estimate body composition data such as body fat percentage and muscle mass. This allows for both “external” and “internal” measurements of the body, making daily health management more comprehensive and accessible.

The newly added "Body Goal" feature enables users to set target body shapes based on their measured data. Traditionally, monitoring body composition required dedicated composition meters, manual data recording, or syncing with other health apps—making it a cumbersome process. With this update, Bodygram eliminates the need for extra devices or apps, giving users a simple, accessible way to understand their own body—anytime, anywhere, with just a smartphone.

The AI technology at the core of Bodygram is based on proprietary algorithms developed using collected human body data. Development and validation of the system are continuously conducted in Japan. To calculate body measurements, the AI detects body lines from images and estimates the size of each body part. In addition to these existing functions, Bodygram has also incorporated facial structure analysis, which is known to correlate with body composition. This has enabled the AI to estimate body composition using only two photos. The AI has been trained on thousands of datasets, allowing for high-accuracy predictions.

From Custom Shirt Measurements to Healthcare Expansion:

Bodygram Evolves from Fashion Tech to a Full-Fledged Healthcare Solution

Originally announced in 2018, Bodygram began as a self-measurement assistant for the custom shirt brand “Original Stitch.” Since then, the team has focused on improving both accuracy and usability. They believed from the start that the technology had to be intuitive and require no special devices in order to become part of people’s everyday lives—thus developing a “palm-sized” measurement tool that runs entirely on a smartphone.

Particularly during the COVID-19 pandemic, lifestyle changes such as reduced physical activity and increased time at home have made self-health management more important than ever. Bodygram has responded by implementing 3D avatar visualizations of measurements, improving measurement accuracy, and expanding use cases. As demand for contactless services rises in retail and service industries, the company has also seen a surge in B2B collaborations.

Now that Bodygram can estimate body composition, it can also help users detect early signs of lifestyle diseases, such as obesity, and related health risks. This positions Bodygram to make a greater impact in the healthcare field, transforming it from a "future technology" to an "essential tool for today."

Comment from Rei Aiba, COO of Bodygram Japan:

“With the release of this new feature, we are confident users will both enjoy the experience and benefit greatly from it. The AI that enables estimation of body fat and muscle mass was successfully developed in just three months. Previously, such measurements required expensive hardware. Now, Bodygram allows users to track changes in their body using measurement data, 3D avatars, and body goal settings—all from their smartphone. We will continue to develop and improve our technology with the aim of providing meaningful insights and helping users better understand their health.”