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Sam Khoze
2024-06-18 23:03:29 -07:00
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@@ -195,6 +195,19 @@ This node Swaps, Enhances, and Restores faces from, video, and image. or higher
- `pingpong`: Causes the input to be played back in reverse to create a clean loop.
- `save_output`: Saving the output on output folder.
**Face Detector Model Summary Table** (RetinaFace provides higher quality by incorporating contextual information around the face, which helps in detecting faces under various conditions, such as occlusions, different scales, and poses.
| Feature | YOLOFace | RetinaFace | SCRFD | YuNet |
|-----------------------------|--------------------------------|------------------------------|---------------------------------|---------------------------------|
| **Architecture** | Single-shot YOLO | Single-stage RetinaNet | Single-stage Cascade | Lightweight Custom |
| **Speed** | Very Fast | Moderate | Fast | Very Fast |
| **Accuracy** | Good | Very High | High | Good |
| **Robustness** | Moderate | Very High | High | Moderate |
| **Computational Efficiency**| High | Moderate | High | Very High |
| **Use Cases** | Real-time, less complex scenes | High-precision, robust needs | Balanced, mobile/edge devices | Mobile, embedded, real-time |
| **Pros** | Speed | Accuracy, robustness | Efficiency, accuracy | Lightweight, efficient |
| **Cons** | Accuracy trade-offs | Computationally heavy | Not the fastest | Less robust in complex scenes |
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### DeepFuze_TTS Node (Voice Cloning) 🎙️