ComfyUI Workflow Setup for Accurate Pose Extraction and Image Generation (MacBook M4)

Hello Yuri,
I will help you set up a workflow in ComfyUI for high-quality pose extraction from photographs and subsequent image generation based on these poses. I am very familiar with the specifics of running ComfyUI on the Apple Silicon architecture.

Implementation Plan
1. Environment Analysis and Setup:

I will check your current ComfyUI installation on your MacBook M4 and install the necessary custom nodes, primarily ComfyUI-ControlNet and ComfyUI-Impact-Pack.

2. Development of the Core Workflow:
… I will create two interconnected workflows:

Workflow #1: Pose Extraction

Tool: The OpenPoseFullPreprocessor node from the ControlNet pack.

Logic: I will configure the pipeline to take your source image and output a clean, detailed pose map (pose keypoints). For complex poses, this may require fine-tuning the preprocessor's parameters.

Workflow #2: Image Generation Based on Pose

Tool: The ControlNetApply node to inject the pose into the generation process.

Integration: I will set up the connection so the output from Workflow #1 is fed into the ControlNet in Workflow #2.

Balancing: I will find the optimal balance between the influence of the pose (control_weight) and the creative freedom of the text prompt. This ensures the pose is preserved accurately while the generated image remains natural-looking.

3. Testing and Optimization:

I will test the workflow on a series of photos with both standard and complex poses.

I will ensure that the pose maps are generated with high quality, without losing key points.

I will optimize the settings for maximum performance on the M4 chip to minimize generation time.