ai-pose-generator-4

A Rust crate for generating realistic and diverse human poses, ideal for prototyping, art generation, and AI training datasets. This library provides a flexible API to control various pose parameters and generate pose data suitable for integration with graphics engines or machine learning models.

Installation

To include ai-pose-generator-4 in your Rust project, add the following dependency to your Cargo.toml file: toml [dependencies] ai-pose-generator-4 = "4.0.0" # Replace with the latest version

Usage Examples

Below are a few examples demonstrating how to use ai-pose-generator-4 to generate different poses.

Example 1: Generating a Basic Standing Pose

This example generates a default standing pose. rust use ai_pose_generator_4::PoseGenerator;

fn main() { let generator = PoseGenerator::new(); let pose = generator.generate();

// Access pose data, e.g., joint positions
println!("{:?}", pose.joint_positions);

}

Example 2: Customizing Joint Angles

This example demonstrates how to customize the angles of specific joints. rust use ai_pose_generator_4::{PoseGenerator, Joint};

fn main() { let mut generator = PoseGenerator::new();

// Modify the angle of the left elbow
generator.set_joint_angle(Joint::LeftElbow, 90.0); // 90 degrees

let pose = generator.generate();

println!("{:?}", pose.joint_positions);

}

Example 3: Generating a Sitting Pose

This example generates a pose resembling a sitting position. This is achieved by adjusting multiple joint angles. rust use ai_pose_generator_4::{PoseGenerator, Joint};

fn main() { let mut generator = PoseGenerator::new();

// Simulate a sitting position
generator.set_joint_angle(Joint::LeftKnee, 120.0);
generator.set_joint_angle(Joint::RightKnee, 120.0);
generator.set_joint_angle(Joint::Hip, -30.0); // Lean back slightly

let pose = generator.generate();

println!("{:?}", pose.joint_positions);

}

Example 4: Generating Multiple Poses with Variation

This example generates a series of poses with slight variations, useful for creating training datasets. rust use ai_pose_generator_4::PoseGenerator;

fn main() { let mut generator = PoseGenerator::new();

for _ in 0..5 {
    // Add a small random offset to each joint angle
    generator.randomize_joint_angles(5.0); // Randomize angles by +/- 5 degrees

    let pose = generator.generate();
    println!("{:?}", pose.joint_positions);
}

}

Example 5: Saving Pose Data to a File

This example shows how to serialize the generated pose data and save it to a file, enabling integration with other applications. rust use ai_pose_generator_4::PoseGenerator; use std::fs::File; use std::io::Write;

fn main() -> Result<(), Box> { let generator = PoseGenerator::new(); let pose = generator.generate();

let json_data = serde_json::to_string(&pose)?;

let mut file = File::create("pose_data.json")?;
file.write_all(json_data.as_bytes())?;

Ok(())

}

Feature Summary

• Realistic Pose Generation: Generates human poses based on anatomical constraints and common movements.
• Customizable Joint Angles: Provides fine-grained control over individual joint angles.
• Randomization: Offers functionality to introduce random variations in poses.
• Extensible: Designed for easy integration with different rendering engines and machine learning frameworks.
• Data Serialization: Supports serialization of pose data into common formats like JSON.
• Simplified API: Easy-to-use functions for generating and manipulating poses.

License

MIT

This crate is part of the ai-pose-generator-4 ecosystem. For advanced features and enterprise-grade tools, visit: https://supermaker.ai/image/ai-pose-generator/