How to use omaralshareef/beans-image-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="omaralshareef/beans-image-classifier") 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("omaralshareef/beans-image-classifier") model = AutoModelForImageClassification.from_pretrained("omaralshareef/beans-image-classifier", device_map="auto")
How to use omaralshareef/beans-image-classifier with timm:
import timm model = timm.create_model("hf_hub:omaralshareef/beans-image-classifier", pretrained=True)
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