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silu_to_relu_onnx's Introduction

SiLU_to_ReLU_ONNX

The python script to convert ONNX models SiLU activation layers in YOLOv5 or YOLOv8 to ReLU or LeakyReLU.

You need to install onnx in your python environment.

Things to consider before running

The script find the SiLU activations (assuming if a layer connected to a sigmoid node and one another node, it is a SiLU)
Then it destroys the SiLU(sigmoid and multiplication) layers, adding the declared activation function in the place.

! you need yo adjust the activation function you need using. (LeakyReLU and activations without any parameters were already implemented)

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