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Ofir Gordon authored and Ofir Gordon committed May 9, 2024
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Expand Up @@ -10,13 +10,13 @@ These techniques are essential for further optimizing models and achieving super
<details id="keras-ptq">
<summary>Post-Training Quantization (PTQ)</summary>

| Tutorial | Included Features |
|------------------------------|-----------------------------------------------------------------------------------------------------|
| [MobileNetV2](keras/example_keras_mobilenetv2_for_imx500.ipynb) | &#x2705; PTQ |
| [Mixed-Precision MobileNetV2](keras/example_keras_mobilenet_mixed_precision.ipynb) | &#x2705; PTQ <br/> &#x2705; Mixed-Precision |
| [Nanodet-Plus](keras/example_keras_nanodet_plus.ipynb) | &#x2705; PTQ |
| [YoloV8-nano](keras/example_keras_yolov8n.ipynb) | &#x2705; PTQ |
| [EfficientDetLite0](keras/example_keras_effdet_lite0.ipynb) | &#x2705; PTQ <br/> &#x2705; [sony-custom-layers](https://github.com/sony/custom_layers) integration |
| Tutorial | Included Features |
|-------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------|
| [MobileNetV2](../imx500_notebooks/keras/example_keras_mobilenetv2_for_imx500.ipynb) | &#x2705; PTQ |
| [Mixed-Precision MobileNetV2](keras/example_keras_mobilenet_mixed_precision.ipynb) | &#x2705; PTQ <br/> &#x2705; Mixed-Precision |
| [Nanodet-Plus](keras/example_keras_nanodet_plus.ipynb) | &#x2705; PTQ |
| [YoloV8-nano](keras/example_keras_yolov8n.ipynb) | &#x2705; PTQ |
| [EfficientDetLite0](keras/example_keras_effdet_lite0.ipynb) | &#x2705; PTQ <br/> &#x2705; [sony-custom-layers](https://github.com/sony/custom_layers) integration |

</details>

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