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Swin2e-4Lion
alicelouis/Swin2e-4Lion
Swin2e-4Lion is a image classification model from alicelouis. Use it when you need a label for an image. It is set up for transformers. The card lists the license as mit.
from transformers import AutoImageProcessor, SwinForImageClassification
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.safetensors348 MB · 100%
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Model card
From the Hugging Face model README
from transformers import AutoImageProcessor, SwinForImageClassification
from PIL import Image
import requests
url = "http://images.cocodataset.org/val2017/000000039769.jpg"
image = Image.open(requests.get(url, stream=True).raw)
processor = AutoImageProcessor.from_pretrained("alicelouis/Swin2e-4Lion")
model = SwinForImageClassification.from_pretrained("alicelouis/Swin2e-4Lion")
inputs = processor(images=image, return_tensors="pt")
outputs = model(**inputs)
logits = outputs.logits
model predicts one of the 1000 ImageNet classes
predicted_class_idx = logits.argmax(-1).item()
print("Predicted class:", model.config.id2label[predicted_class_idx])
- Task
- Image Classification
- Library
- transformers
- Type
- swin
- License
- mit
- Created
- Nov 10, 2023
- Updated
- Nov 10, 2023