Now you can convert the label id to a label name:

id2label[str(79)]
'prime_rib'

Preprocess
The next step is to load a ViT image processor to process the image into a tensor:

from transformers import AutoImageProcessor
checkpoint = "google/vit-base-patch16-224-in21k"
image_processor = AutoImageProcessor.from_pretrained(checkpoint)