Semantic segmentation using deep learning

Hi. Can someone guide me regarding the semantic segmentation using deep learning. Since, I have tried some of the coding from the examples but not much understand and complete the coding when implement in my own dataset.If anyone can share their code would be better for me to make a reference.

Answer 1

[Asvin Kumar]

Hi Ranjitha,

I understand you’re looking for code references on semantic segmentation in MATLAB. I’ll let the community provide that. Here’s a compilation of the different approaches to semantic segmentation covered in the Docs:

1. SegNet – segnetlayers function
2. Fully Convolutional Network (FCN) – fcnlayers function
3. U-Net – unetlayers function
4. DeepLab v3+ – Example on Deeplab v3+ using Renset-18
5. Example on Semantic Segmentation with Maxpool and Transposed Convolution
6. Using Dilated Convolutions – Example

Hope you find something useful in these.