AI-Powered
Virtual Body Measurement

Transform single images into precise 3D body measurements using our model. Perfect for fashion, healthcare, and ergonomics.

3D Body Mesh

About AI Tailor

Revolutionizing body measurements with AI and 3D technology

What is AI Tailor?

AI Tailor is an innovative system that generates accurate 3D body meshes from single photographs and extracts precise anthropometric measurements.

Our technology combines state-of-the-art AI models with validated anthropometry standards to deliver professional-grade measurements that rival traditional tailoring methods.

Whether you're in fashion design, healthcare, or ergonomics research, AI Tailor provides the accuracy and convenience you need.

System Overview

Key Features and Vision

What makes it stand out and what we aim to achieve

🎨

AI-Powered Generation

Advanced SMPL-X models along with optimization techniques and various algorithms along the pipeline create high-fidelity 3D meshes from single images.

📏

Precise Measurements

SOTA anthropometric measurements including shoulder breadth, hip width, and other body dimensions.

Lightning Fast

Complete 3D reconstruction and measurement analysis in under a minute per image.

🎯

Interactive Tools

Resource Friendly technologies, User-friendly web interfaces for landmark selection, mesh inspection, and data visualization.

🔬

Research-Grade

Validated against SMPL-Anthropometry standards with ±5mm measurement accuracy.

🌐

Open Source

Fully transparent implementation with comprehensive documentation and reproducible results.

Technology Stack

Built with cutting-edge tools and frameworks

🤖 Mediapipe(BlazePose)

State-of-the-art 3D world coordinate body keypoint detection for creating point cloud

📐 SMPL/SMPL-X

Parametric body models for anatomical accuracy

🎨 Three.js [Future Use]

WebGL 3D graphics for interactive visualization

🐍 Python

NumPy, Trimesh, PyTorch for computation

📊 SMPL-Anthropometry

Validated measurement library for accuracy

🌐 Modern Web

Responsive HTML5, CSS3, JavaScript interfaces

How It Works

Four simple steps from image to measurements

1

Upload Image

Provide a single photograph of a person in standard pose

2

3D Generation

AI creates a detailed 3D mesh reconstruction

3

Landmark Detection

Identify anatomical points automatically or manually

4

Get Measurements

Extract precise anthropometric data instantly

Interactive Tools

Explore our visualization and analysis platforms

Landmark Picker Screenshot

🎯 Landmark Picker

Automatically select anatomical landmarks on 3D meshes with reference guide visualization.

Mesh Viewer Screenshot

👁️ Mesh Viewer

Explore 3D meshes with advanced controls, measurements, and overlay features.

Dashboard Screenshot

📊 Dashboard

Compare body measurements, visualize shape metrics, and analyze fit data with real-time plots.

Validation Results

Accuracy and performance benchmarks

Results Visualization
±50mm
Measurement Accuracy
60s
Average Processing Time
~70%
Reconstruction Consistency
20+
Tested Sample Images

Open Source on GitHub

Access the full project code, documentation, and demos

AI Tailor is fully open source and available for developers, researchers, and enthusiasts to explore, contribute, and build upon.

🌟 View on GitHub