How to use varcoder/resnet-101-finetuned-CivilEng11k-newDS with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="varcoder/resnet-101-finetuned-CivilEng11k-newDS") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("varcoder/resnet-101-finetuned-CivilEng11k-newDS") model = AutoModelForImageClassification.from_pretrained("varcoder/resnet-101-finetuned-CivilEng11k-newDS", device_map="auto")
