How do I implement segmentation models in my project?

How do I implement segmentation models in my project?

To implement segmentation models, you first need to choose a framework like TensorFlow or PyTorch. Do you have a preference?

I prefer TensorFlow. What are the steps I should follow?

Great choice! Start by preparing your dataset, then define your model architecture, compile it, and finally train the model.

What kind of dataset do I need for training?

You'll need a labeled dataset with images and their corresponding segmentation masks. This helps the model learn to identify different segments.

Can you recommend any datasets for segmentation?

Sure! Popular datasets include COCO, Cityscapes, and Pascal VOC. Each has various segmentation tasks.