ComfyUI AI Faces is a custom node designed for ComfyUI that automates the process of verifying facial visibility in images, ensuring they meet the standards required for passport-style photographs. This tool conducts an in-depth analysis of facial features and image quality to determine if a photo is suitable for identification purposes.
- Utilizes advanced face detection algorithms to ensure only one person is present in the image.
- Validates facial size and orientation, ensuring compliance with ID photo standards.
- Assesses image quality and occlusion, providing specific feedback for any issues found.
Context
The ComfyUI AI Faces node serves as an automated verification tool within the ComfyUI framework, focusing on checking images for compliance with identification photo requirements. Its primary purpose is to ensure that photos are suitable for official use by analyzing various aspects of the image and the face within it.
Key Features & Benefits
This node incorporates several practical features that enhance photo verification:
- Face Detection & Count: It accurately detects faces, ensuring that only one person is present, which is crucial for identification photos.
- Face Size Validation: The node checks that the face occupies a specified portion of the image, adhering to ID photo standards.
- Head Pose Analysis: It evaluates the orientation of the head to ensure the face is directed towards the camera, which is essential for clear identification.
Advanced Functionalities
The node includes specialized capabilities such as:
- Occlusion Detection: It identifies and rejects images where facial features are obscured by accessories like hats or sunglasses, ensuring visibility.
- Glasses Transparency Check: This feature differentiates between clear and dark glasses, adjusting visibility requirements accordingly.
Practical Benefits
By integrating this node into their workflow, users can significantly improve the quality and efficiency of their image processing tasks. It acts as a quality gate, allowing only compliant images to proceed, which reduces the need for manual checks and enhances overall workflow efficiency.
Credits/Acknowledgments
This tool was developed with contributions from the ComfyUI community and utilizes technologies such as InsightFace for face detection and BiSeNet for facial feature segmentation. The project is licensed under the MIT License, and contributions from developers are encouraged.