where can I download a pretrained unet, segnet, dilatednet codes that I can modify for my input image data?

I want download and test image segmentattion pretrained codes for unet, segnet, dialted net.

I want them to test on ct lung images for segmenting out the cancerous part using semantic segmentation.

where can I get these codes?

Answer 1

[Aman]

Hi Abel,

I got that you want to perform image segmentation on lung CT scans for cancer detection using UNet, SegNet, and DialedNet.

MATLAB provides functions for UNet and SegNet implementation using which you can use to create and train the network for your desired task. You can refer to the documentation below to get an understanding of the flow.

• https://www.mathworks.com/help/vision/ref/unet.html
• https://www.mathworks.com/help/vision/ref/segnetlayers.html?s_tid=doc_ta

For DialetedNet, you can refer to the below example from the documentation, which discusses how to perform semantic segmentation using dialeted convolutions.

• https://www.mathworks.com/help/vision/ug/semantic-segmentation-using-dilated-convolutions.html

I hope this will help you to proceed with your workflow.