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on
Zero
Running
on
Zero
import gradio as gr | |
from PIL import Image # ImageDraw, ImageFont are no longer needed for overlay | |
import xml.etree.ElementTree as ET | |
import os | |
# --- Helper Functions --- | |
def get_alto_namespace(xml_file_path): | |
""" | |
Dynamically gets the ALTO namespace from the XML file. | |
""" | |
try: | |
tree = ET.parse(xml_file_path) | |
root = tree.getroot() | |
if '}' in root.tag: | |
return root.tag.split('}')[0] + '}' | |
except ET.ParseError: | |
print(f"Error parsing XML to find namespace: {xml_file_path}") | |
return '' | |
def parse_alto_xml_for_text(xml_file_path): | |
""" | |
Parses an ALTO XML file to extract text content. | |
Returns: | |
- full_text (str): All extracted text concatenated. | |
""" | |
full_text_lines = [] | |
if not xml_file_path or not os.path.exists(xml_file_path): | |
return "Error: XML file not provided or does not exist." | |
try: | |
ns_prefix = get_alto_namespace(xml_file_path) | |
tree = ET.parse(xml_file_path) | |
root = tree.getroot() | |
# Find all TextLine elements | |
for text_line in root.findall(f'.//{ns_prefix}TextLine'): | |
line_text_parts = [] | |
for string_element in text_line.findall(f'{ns_prefix}String'): | |
text = string_element.get('CONTENT') | |
if text: # Ensure text is not None | |
line_text_parts.append(text) | |
# Also consider <SP/> (Space) elements if they contribute to word separation | |
# and are not implicitly handled by joining CONTENT attributes. | |
# For now, just joining CONTENT attributes. | |
if line_text_parts: | |
full_text_lines.append(" ".join(line_text_parts)) | |
return "\n".join(full_text_lines) | |
except ET.ParseError as e: | |
return f"Error parsing XML: {e}" | |
except Exception as e: | |
return f"An unexpected error occurred during XML parsing: {e}" | |
# The draw_ocr_on_image function is no longer needed. | |
# --- Gradio Interface Function --- | |
def process_image_and_xml(image_path, xml_path): | |
""" | |
Main function for the Gradio interface. | |
Processes the image and XML to return the image and extracted text. | |
""" | |
if image_path is None: # If no image is uploaded at all | |
return None, "Please upload an image." | |
try: | |
img_pil = Image.open(image_path).convert("RGB") | |
except Exception as e: | |
return None, f"Error loading image: {e}" | |
if xml_path is None: # If XML is missing, but image is present | |
return img_pil, "Please upload an OCR XML file." | |
# Both image and XML are presumably present | |
extracted_text = parse_alto_xml_for_text(xml_path) | |
return img_pil, extracted_text | |
# --- Create Gradio App --- | |
with gr.Blocks(theme=gr.themes.Soft()) as demo: | |
gr.Markdown("# OCR Viewer (ALTO XML) - Text Extractor") | |
gr.Markdown( | |
"Upload an image and its corresponding ALTO OCR XML file. " | |
"The app will display the image and extract/show the plain text." | |
) | |
with gr.Row(): | |
with gr.Column(scale=1): | |
image_input = gr.File(label="Upload Image (PNG, JPG, etc.)", type="filepath") | |
xml_input = gr.File(label="Upload ALTO XML File (.xml)", type="filepath") | |
# show_overlay_checkbox has been removed | |
submit_button = gr.Button("Process Files", variant="primary") | |
with gr.Row(): | |
with gr.Column(scale=1): | |
output_image_orig = gr.Image(label="Uploaded Image", type="pil", interactive=False) | |
with gr.Column(scale=1): | |
output_text = gr.Textbox(label="Extracted Plain Text", lines=15, interactive=False) | |
# output_image_overlay has been removed | |
def update_interface(image_filepath, xml_filepath): | |
# image_filepath and xml_filepath are now strings (paths) or None | |
if image_filepath is None and xml_filepath is None: | |
return None, "Please upload an image and an XML file." | |
# process_image_and_xml handles cases where one is None | |
img, text = process_image_and_xml(image_filepath, xml_filepath) | |
return img, text | |
submit_button.click( | |
fn=update_interface, | |
inputs=[image_input, xml_input], # show_overlay_checkbox removed | |
outputs=[output_image_orig, output_text] # output_image_overlay removed | |
) | |
# The .change event for show_overlay_checkbox has been removed | |
gr.Markdown("---") | |
gr.Markdown("### Example ALTO XML Snippet (for `String` element extraction):") | |
gr.Code( | |
value=""" | |
<alto xmlns="http://www.loc.gov/standards/alto/v3/alto.xsd"> | |
<Description>...</Description> | |
<Styles>...</Styles> | |
<Layout> | |
<Page ID="Page13" PHYSICAL_IMG_NR="13" WIDTH="2394" HEIGHT="3612"> | |
<PrintSpace> | |
<TextLine WIDTH="684" HEIGHT="108" ID="p13_t1" HPOS="465" VPOS="196"> | |
<String ID="p13_w1" CONTENT="Introduction" HPOS="465" VPOS="196" WIDTH="684" HEIGHT="108" STYLEREFS="font0"/> | |
</TextLine> | |
<TextLine WIDTH="1798" HEIGHT="51" ID="p13_t2" HPOS="492" VPOS="523"> | |
<String ID="p13_w2" CONTENT="Britain" HPOS="492" VPOS="523" WIDTH="166" HEIGHT="51" STYLEREFS="font1"/> | |
<SP WIDTH="24" VPOS="523" HPOS="658"/> | |
<String ID="p13_w3" CONTENT="1981" HPOS="682" VPOS="523" WIDTH="117" HEIGHT="51" STYLEREFS="font1"/> | |
<!-- ... more String and SP elements ... --> | |
</TextLine> | |
<!-- ... more TextLine elements ... --> | |
</PrintSpace> | |
</Page> | |
</Layout> | |
</alto> | |
""", | |
interactive=False | |
) | |
if __name__ == "__main__": | |
try: | |
# Create a dummy image for testing | |
img_test = Image.new('RGB', (2394, 3612), color = 'lightgray') # Dimensions from example XML | |
img_test.save("dummy_image.png") | |
print("Created dummy_image.png for testing.") | |
# Ensure the example XML file (189819724.34.xml) exists in the same directory | |
# or provide the correct path if it's elsewhere. | |
example_xml_filename = "189819724.34.xml" | |
if not os.path.exists(example_xml_filename): | |
print(f"WARNING: Example XML '{example_xml_filename}' not found. Please create it (using the content from the prompt) or upload your own.") | |
except ImportError: | |
print("Pillow not installed, can't create dummy image.") | |
except Exception as e: | |
print(f"Error during setup: {e}") | |
demo.launch() |