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lines changed Original file line number Diff line number Diff line change @@ -46,7 +46,7 @@ The low-light enhancement pipeline is adapted from the LiveHDR+ method originall
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4747![ example image alt-text#center] ( lle_pipeline.png " Low-Light Enhancement Pipeline Diagram ")
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49- The Low-Resolution Coefficient Prediction Network (implemented with TFLite ) performs computations such as:
49+ The Low-Resolution Coefficient Prediction Network (implemented with LiteRT ) performs computations such as:
5050- Strided convolutions.
5151- Local feature extraction using convolutional layers.
5252- Global feature extraction using convolutional and fully connected layers.
Original file line number Diff line number Diff line change @@ -74,9 +74,9 @@ Leave the container by pressing `Ctrl+D`.
7474## Notes on the cmake configuration options
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7676- ` -DENABLE_SME2=$ENABLE_SME2 ` with ` ENABLE_SME2=0 ` : SME2 (Scalable Matrix Extension 2) is disabled in this build (` 0 ` ).
77- - ` -DARMNN_TFLITE_PARSER=0 ` : Configures the ` ai-camera-pipelines ` repository to use TFLite with XNNPack instead of ArmNN.
77+ - ` -DARMNN_TFLITE_PARSER=0 ` : Configures the ` ai-camera-pipelines ` repository to use LiteRT with XNNPack instead of ArmNN.
7878- ` -DENABLE_KLEIDICV:BOOL=ON ` : Enables KleidiCV for optimized image processing.
79- - ` -DXNNPACK_ENABLE_KLEIDIAI:BOOL=ON ` : Enables KleidiAI acceleration for TFLite workloads via XNNPack.
79+ - ` -DXNNPACK_ENABLE_KLEIDIAI:BOOL=ON ` : Enables KleidiAI acceleration for LiteRT workloads via XNNPack.
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8181## Install the pipelines
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1616These benchmarks demonstrate the performance improvements enabled by KleidiCV and KleidiAI:
1717- KleidiCV enhances OpenCV performance with computation kernels optimized for Arm processors.
1818
19- - KleidiAI accelerates TFLite + XNNPack inference using AI-optimized micro-kernels tailored for Arm CPUs.
19+ - KleidiAI accelerates LiteRT + XNNPack inference using AI-optimized micro-kernels tailored for Arm CPUs.
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2121## Performances with KleidiCV and KleidiAI
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23- By default, the OpenCV library is built with KleidiCV support, and TFLite +xnnpack is built with KleidiAI support.
23+ By default, the OpenCV library is built with KleidiCV support, and LiteRT +xnnpack is built with KleidiAI support.
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2525You can run the benchmarks using the applications you built earlier.
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