How to use ksumara/cloud-classifier-resnet18 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="ksumara/cloud-classifier-resnet18") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
# pip install -U transformers accelerate # Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("ksumara/cloud-classifier-resnet18") model = AutoModelForImageClassification.from_pretrained("ksumara/cloud-classifier-resnet18", device_map="auto")
