Update README.md
Browse files
README.md
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@@ -43,13 +43,13 @@ from io import BytesIO
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# Load model and processor
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device = "cuda" if torch.cuda.is_available() else "cpu"
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processor = AutoProcessor.from_pretrained("pix2struct-base-table2html")
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model = Pix2StructForConditionalGeneration.from_pretrained("pix2struct-base-table2html")
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model.to(device)
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model.eval()
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# Load example image from URL
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url = "https://
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response = requests.get(url)
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image = Image.open(BytesIO(response.content))
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@@ -64,4 +64,184 @@ predictions_decoded = processor.tokenizer.batch_decode(predictions, skip_special
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# Show predictions as text
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print(predictions_decoded[0])
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```
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# Load model and processor
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device = "cuda" if torch.cuda.is_available() else "cpu"
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processor = AutoProcessor.from_pretrained("KennethTM/pix2struct-base-table2html")
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model = Pix2StructForConditionalGeneration.from_pretrained("KennethTM/pix2struct-base-table2html")
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model.to(device)
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model.eval()
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# Load example image from URL
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url = "https://huggingface.co/KennethTM/pix2struct-base-table2html/resolve/main/example_recog_1.jpg"
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response = requests.get(url)
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image = Image.open(BytesIO(response.content))
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# Show predictions as text
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print(predictions_decoded[0])
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+
```
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+
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+
Example image:
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+
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Model HTML output for example image:
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```html
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+
<table border="1" cellspacing="0">
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<tr>
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<th>
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+
Rank
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</th>
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<th>
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Lane
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</th>
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<th>
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Name
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</th>
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<th>
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Nationality
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</th>
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<th>
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Time
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</th>
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<th>
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Notes
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</th>
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</tr>
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<tr>
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<td>
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</td>
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<td>
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4
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</td>
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<td>
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Michael Phelps
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</td>
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<td>
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United States
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</td>
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<td>
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51.25
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</td>
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<td>
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OR
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</td>
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</tr>
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<tr>
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<td>
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</td>
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<td>
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3
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</td>
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<td>
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Ian Crocker
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</td>
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<td>
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United States
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</td>
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<td>
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51.29
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</td>
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<td>
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</td>
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</tr>
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<tr>
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<td>
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</td>
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<td>
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5
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</td>
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<td>
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Andriy Serdinov
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</td>
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<td>
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Ukraine
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</td>
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<td>
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51.36
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</td>
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<td>
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EU
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</td>
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</tr>
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<tr>
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<td>
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4
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</td>
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<td>
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1
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</td>
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<td>
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Thomas Rupprath
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</td>
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<td>
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Germany
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</td>
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<td>
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52.27
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</td>
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<td>
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</td>
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</tr>
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<tr>
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<td>
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5
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</td>
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<td>
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6
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</td>
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<td>
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Igor Marchenko
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</td>
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<td>
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Russia
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</td>
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<td>
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52.32
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</td>
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<td>
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</td>
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</tr>
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<tr>
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<td>
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6
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</td>
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<td>
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2
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</td>
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<td>
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Gabriel Mangabeira
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</td>
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<td>
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Brazil
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</td>
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<td>
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52.34
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</td>
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<td>
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</td>
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</tr>
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<tr>
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<td>
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7
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</td>
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<td>
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8
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</td>
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<td>
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Duje Draganja
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</td>
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<td>
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Croatia
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</td>
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<td>
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52.46
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</td>
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<td>
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</td>
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</tr>
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<tr>
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<td>
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8
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</td>
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<td>
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7
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</td>
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<td>
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Geoff Huegill
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</td>
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<td>
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Australia
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</td>
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<td>
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52.56
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</td>
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<td>
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</td>
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</tr>
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</table>
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```
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