Created
June 27, 2022 10:02
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from transformers import PerceiverFeatureExtractor, PerceiverForImageClassificationLearned | |
import requests | |
from PIL import Image | |
feature_extractor = PerceiverFeatureExtractor.from_pretrained("deepmind/vision-perceiver-learned") | |
model = PerceiverForImageClassificationLearned.from_pretrained("deepmind/vision-perceiver-learned") | |
url = "http://images.cocodataset.org/val2017/000000039769.jpg" | |
image = Image.open(requests.get(url, stream=True).raw) | |
# prepare input | |
encoding = feature_extractor(image, return_tensors="pt") | |
inputs = encoding.pixel_values | |
# forward pass | |
outputs = model(inputs) | |
logits = outputs.logits | |
print("Predicted class:", model.config.id2label[logits.argmax(-1).item()]) |
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