metadata
license: other
license_name: aimet-model-zoo-license
license_link: https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf
pipeline_tag: image-to-image
tags:
- AIoT
- QNN
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
Performance Reference
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Inference & Model Conversion
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License
Source Model: AIMET-MODEL-ZOO
Deployable Model: AIMET-MODEL-ZOO