SupermakerAI Pose Generator

A lightweight Elixir library for generating pose estimations using AI models. Simplifies integration with various pose estimation APIs and provides a consistent interface for your Elixir applications.

Installation

Add supermaker_ai_pose_generator to your list of dependencies in mix.exs: elixir def deps do [

{:supermaker_ai_pose_generator, "~> 0.1.0"}

] end

Then run: bash mix deps.get mix compile

Usage

This library provides a set of functions for interacting with pose estimation services. Here are some example usages:

1. Basic Pose Estimation from Image URL: elixir alias SupermakerAIPoseGenerator.Client

image_url = "https://example.com/image.jpg"

case Client.estimate_pose_from_url(image_url) do {:ok, pose_data} ->

IO.inspect(pose_data, label: "Pose Data")

->

IO.puts("Error: #{reason}")

end

2. Extracting Keypoints from Pose Data: elixir alias SupermakerAIPoseGenerator.Client

image_url = "https://example.com/person.png"

Client.estimate_pose_from_url(image_url) |> case do {:ok, pose_data} ->

keypoints = SupermakerAIPoseGenerator.Keypoints.extract(pose_data)
IO.inspect(keypoints, label: "Extracted Keypoints")

->

IO.puts("Error: #{reason}")

end

3. Filtering Keypoints by Confidence Score: elixir alias SupermakerAIPoseGenerator.Client alias SupermakerAIPoseGenerator.Keypoints

image_url = "https://example.com/action_shot.jpeg"

Client.estimate_pose_from_url(image_url) |> case do {:ok, pose_data} ->

filtered_keypoints =
  pose_data
  |> Keypoints.extract()
  |> Keypoints.filter_by_confidence(0.8)  # Only keypoints with confidence >= 0.8
IO.inspect(filtered_keypoints, label: "Filtered Keypoints")

->

IO.puts("Error: #{reason}")

end

4. Calculating Joint Angles (Example - simplified): elixir

Note: This is a simplified example. Real-world angle calculations require more complex logic.

alias SupermakerAIPoseGenerator.Client alias SupermakerAIPoseGenerator.Keypoints

defmodule PoseHelper do def calculate_angle(keypoints) do

# This is a placeholder - implement your angle calculation logic here.
# Example: Assuming keypoints contain :left_shoulder, :left_elbow, :left_wrist
case {keypoints[:left_shoulder], keypoints[:left_elbow], keypoints[:left_wrist]} do
  {%{x: sx, y: sy}, %{x: ex, y: ey}, %{x: wx, y: wy}} ->
    # Simplified calculation (not accurate, just illustrative)
    angle = abs(atan2(wy - ey, wx - ex) - atan2(sy - ey, sx - ex)) * 180 / :math.pi
    {:ok, angle}
  _ ->
    {:error, :missing_keypoints}
end

end end

image_url = "https://example.com/yoga_pose.jpg"

Client.estimate_pose_from_url(image_url) |> case do {:ok, pose_data} ->

keypoints = SupermakerAIPoseGenerator.Keypoints.extract(pose_data)
case PoseHelper.calculate_angle(keypoints) do
  {:ok, angle} ->
    IO.puts("Calculated Angle: #{angle}")
  {:error, reason} ->
    IO.puts("Error calculating angle: #{reason}")
end

->

IO.puts("Error: #{reason}")

end

5. Handling Multiple People in an Image (if supported by the underlying API): elixir alias SupermakerAIPoseGenerator.Client

image_url = "https://example.com/group_photo.jpg"

Client.estimate_pose_from_url(image_url) |> case do {:ok, pose_data_list} when is_list(pose_data_list) -> # Expecting a list of pose data for each person

Enum.each(pose_data_list, fn pose_data ->
  keypoints = SupermakerAIPoseGenerator.Keypoints.extract(pose_data)
  IO.inspect(keypoints, label: "Keypoints for a person")
end)

-> # Handle case where the API only returns one person.

keypoints = SupermakerAIPoseGenerator.Keypoints.extract(pose_data)
  IO.inspect(keypoints, label: "Keypoints for a person")

->

IO.puts("Error: #{reason}")

end

Features

• Simplified interface for pose estimation APIs.
• Functions to extract and filter keypoints from pose data.
• Consistent data structures for representing pose information.
• Easy integration into Elixir applications using pipes and pattern matching.
• Provides a foundation for building more advanced pose-based applications.

License

MIT

This package is part of the supermaker-ai-pose-generator ecosystem. For advanced features and enterprise-grade tools, visit: https://supermaker.ai/blog/unlock-perfect-poses-the-ultimate-guide-to-ai-pose-generators/