Update README.md

README.md

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-license: other
-license_name: aimet-model-zoo-license
-license_link: https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf
----
+---
+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
+---
+
+![](https://aiot.aidlux.com/_next/image?url=%2Fapi%2Fv1%2Ffiles%2Fmodel%2Fcover%2F20250321053616_%25E5%259B%25BE1%402x.png&w=640&q=75)
+
+## 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](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/xlsr)
+
+## Performance Reference
+
+Please search model by model name in [Model Farm](https://aiot.aidlux.com/en/models)
+
+## Inference & Model Conversion
+
+Please search model by model name in [Model Farm](https://aiot.aidlux.com/en/models)
+
+## License
+
+- Source Model: [AIMET-MODEL-ZOO](https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf)
+
+- Deployable Model: [AIMET-MODEL-ZOO](https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf)