How to use KaushalXD/DenseNet121-focal-loss-v2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="KaushalXD/DenseNet121-focal-loss-v2") 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("KaushalXD/DenseNet121-focal-loss-v2") model = AutoModelForImageClassification.from_pretrained("KaushalXD/DenseNet121-focal-loss-v2")
How to use KaushalXD/DenseNet121-focal-loss-v2 with timm:
import timm model = timm.create_model("hf_hub:KaushalXD/DenseNet121-focal-loss-v2", pretrained=True)
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