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Update README.md

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Iván Eduardo Chavez Ayub
2025-08-11 06:01:35 -06:00
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@@ -138,6 +138,26 @@ Version 4.0 introduces a revolutionary approach to AI model distribution:
**Comparison of an enhanced image using the BSRGANx2 model**
![Quality Comparison](rsc/image_comparison.png)
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## Model Comparison
| Model File | Recommended Use Case | Speed | Quality | Notes |
|------------------------------------|------------------------------------------------------|---------|---------|-------|
| **GFPGANv1.4.fp16.onnx** | Face restoration and enhancement | High | High | Specializes in restoring blurry or low-quality faces in images and videos |
| **BSRGANx2_fp16.onnx** | Noise removal and detail preservation (2× upscale) | Medium | Very High | Good for lightly degraded images where only moderate upscaling is needed |
| **BSRGANx4_fp16.onnx** | Noise removal and detail preservation (4× upscale) | Low | Very High | Best for heavily degraded images needing significant enlargement |
| **RIFE_fp32.onnx** | Frame interpolation and smooth motion generation | High | High | Standard version with maximum quality for slow-motion or FPS increase |
| **RIFE_Lite_fp32.onnx** | Frame interpolation with faster performance | Very High | Medium | Optimized for speed, ideal for lower-end hardware or quick previews |
| **RealESRGANx4_fp16.onnx** | General-purpose high-quality image upscaling (4×) | Medium | High | Works well for real-world photos and most content types |
| **RealESRNetx4_fp16.onnx** | High-quality restoration without strong sharpening | Medium | High | Preserves natural look with minimal artifacts, good for subtle enhancement |
| **RealSRx4_Anime_fp16.onnx** | Anime and line-art upscaling (4×) | Medium | High | Designed for clean edges and solid colors, great for animations and comics |
| **IRCNN_Lx1_fp16.onnx** | Light noise removal (no scaling) | High | Medium | Ideal for mild compression artifacts or grain reduction |
| **IRCNN_Mx1_fp16.onnx** | Medium noise removal (no scaling) | High | Medium | Stronger denoising for moderately degraded images |
| **RealESR_Animex4_fp16.onnx** | Anime-focused upscaling (4×) | Medium | High | Alternative anime model with different training data from RealSR |
| **RealESR_Gx4_fp16.onnx** | General-purpose upscaling with balanced sharpness | Medium | High | Balanced output, suitable for a wide variety of image types |
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## Installation
@@ -298,3 +318,4 @@ Distributed under the MIT License. Additional terms are available in the `NOTICE