ResNet18 is a pre-trained model for image classification tasks. To use it for denoising a sequence, we need to fine-tune it on a denoising dataset.
Here is the steps to design a ResNet18 model for denoising a sequence in MATLAB:
trainNetwork
function with the training set and training options.Here is an example code snippet that demonstrates the above steps:
main.m1085 chars35 lines
Note that this is just an example and you may need to modify the code to fit your specific denoising problem.
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