aeuc commited on
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435e98e
1 Parent(s): 8eded7e

Create app.py

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  1. app.py +13 -0
app.py ADDED
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+ from transformers import Pix2StructProcessor, Pix2StructForConditionalGeneration
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+ import requests
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+ from PIL import Image
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+
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+ processor = Pix2StructProcessor.from_pretrained('google/deplot')
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+ model = Pix2StructForConditionalGeneration.from_pretrained('google/deplot')
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+
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+ url = "https://raw.githubusercontent.com/vis-nlp/ChartQA/main/ChartQA%20Dataset/val/png/5090.png"
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+ image = Image.open(requests.get(url, stream=True).raw)
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+
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+ inputs = processor(images=image, text="Generate underlying data table of the figure below:", return_tensors="pt")
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+ predictions = model.generate(**inputs, max_new_tokens=512)
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+ print(processor.decode(predictions[0], skip_special_tokens=True))