Real-ESRGAN-x4plus: Super Resolution
Real-ESRGAN-x4plus is a high-performance image super-resolution model based on the ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks) architecture. It can upscale low-resolution images by 4 times while significantly enhancing details and visual quality. The model uses an improved GAN structure to optimize detail restoration and noise reduction, making it suitable for photo restoration, video enhancement, and other applications. Real-ESRGAN-x4plus supports various hardware accelerations for efficient inference on mobile and edge computing platforms.
Source model
- Input shape: 1x3x128x128
- Number of parameters: 15.92M
- Model size: 67.76M
- Output shape: 1x3x512x512
The source model can be found here
Performance Reference
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Inference & Model Conversion
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License
Source Model: BSD-3-CLAUSE
Deployable Model: APLUX-MODEL-FARM-LICENSE