Your compute_metrics function is ready to go now, and you'll return to it when you setup your training.
Train

If you aren't familiar with finetuning a model with the [Trainer], take a look at the basic tutorial here!

You're ready to start training your model now! Load SegFormer with [AutoModelForSemanticSegmentation], and pass the model the mapping between label ids and label classes: