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sotirios-slv
commited on
Commit
•
9ebbd2b
1
Parent(s):
6cf24d5
Fleshed out download file option
Browse files
app.py
CHANGED
@@ -1,10 +1,12 @@
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from PIL import Image
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import pytesseract
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import gradio as gr
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import os
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from flair.data import Sentence
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from flair.models import SequenceTagger
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from segtok.segmenter import split_single
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tagger = SequenceTagger.load("ner-ontonotes")
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@@ -39,13 +41,21 @@ def run(image, lang="eng"):
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return result, ner
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def download_output(ocr_text: str, named_entities: str):
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print("Named Entities: ", len(named_entities))
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with gr.Blocks() as demo:
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@@ -55,6 +65,8 @@ with gr.Blocks() as demo:
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image_in = gr.Image(type="pil")
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lang = gr.Dropdown(choices, value="eng")
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btn = gr.Button("Run")
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with gr.Column():
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ocr_text = gr.TextArea(label="OCR output")
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with gr.Column():
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@@ -65,6 +77,10 @@ with gr.Blocks() as demo:
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download_btn = gr.Button("Download output")
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btn.click(fn=run, inputs=[image_in, lang], outputs=[ocr_text, ner])
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download_btn.click(
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demo.launch()
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from PIL import Image
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import pytesseract
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import gradio as gr
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from datetime import datetime
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import os
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from flair.data import Sentence
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from flair.models import SequenceTagger
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from segtok.segmenter import split_single
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import pandas as pd
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tagger = SequenceTagger.load("ner-ontonotes")
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return result, ner
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def download_output(image_name: str, ocr_text: str, named_entities: str):
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try:
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columns = ["OCR text", "Named entities"]
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named_entities_list = named_entities.split("\n")
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data = {ocr_text: named_entities_list}
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now = datetime.now()
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datetime_now = now.strftime("%Y%m%d_%H%M%S")
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output_file = f"analysed_{image_name}_{datetime_now}.csv"
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output_df = pd.DataFrame(data=data, columns=columns)
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output_df.to_csv(output_file, index=False)
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return output_file
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except Exception as e:
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raise gr.Error(f"Something went wrong: here's the error: {e}")
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with gr.Blocks() as demo:
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image_in = gr.Image(type="pil")
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lang = gr.Dropdown(choices, value="eng")
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btn = gr.Button("Run")
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image_name = "Test"
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print("image_in", image_in)
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with gr.Column():
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ocr_text = gr.TextArea(label="OCR output")
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with gr.Column():
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download_btn = gr.Button("Download output")
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btn.click(fn=run, inputs=[image_in, lang], outputs=[ocr_text, ner])
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download_btn.click(
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fn=download_output,
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inputs=[image_name, ocr_text, ner],
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outputs=[gr.components.File()],
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)
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demo.launch()
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