XLSR (Extreme Lightweight Super Resolution): Super Resolution
XLSR is an ultra-lightweight image super-resolution model designed for mobile devices, featuring extremely low parameter count and model size. It supports quantization acceleration to enable efficient image upscaling and enhancement in resource-constrained environments. With hardware-aware design and Clipped ReLU activation, XLSR maintains strong reconstruction quality after quantization, making it suitable for real-time video processing and on-device image enhancement.
Source model
- Input shape: 1x3x128x128
- Number of parameters: 0.03M
- Model size: 172KB
- Output shape: 1x3x512x512
The source model can be found here
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License
Source Model: AIMET-MODEL-ZOO
Deployable Model: AIMET-MODEL-ZOO
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