diff --git a/README.md b/README.md index 5ae16d8..20a6a4b 100644 --- a/README.md +++ b/README.md @@ -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 | + ---- ### DeepFuze_TTS Node (Voice Cloning) 🎙️