title: Optical Character Recognition
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type: community
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group: Computer Vision
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image: /static/templates/optical-character-recognition.png
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details: |
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<h1>Draw a bounding box or polygon around region and write down the text found inside</h1>
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<dl>
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<dt>Industry Applications</dt>
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<dd>document digitization, invoice processing, receipt scanning, license plate recognition, banking automation, insurance claims, form processing, passport scanning, historical document preservation, library digitization, legal discovery, medical records</dd>
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<dt>Associated Models</dt>
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<dd>Tesseract, PaddleOCR, EasyOCR, TrOCR, CRAFT, DBNet</dd>
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<dt>Domain Terminology</dt>
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<dd>text detection, text recognition, handwriting recognition, document understanding</dd>
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</dl>
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config: |
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<View>
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<Image name="image" value="$ocr"/>
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<Labels name="label" toName="image">
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<Label value="Text" background="green"/>
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<Label value="Handwriting" background="blue"/>
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</Labels>
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<Rectangle name="bbox" toName="image" strokeWidth="3"/>
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<Polygon name="poly" toName="image" strokeWidth="3"/>
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<TextArea name="transcription" toName="image"
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editable="true"
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perRegion="true"
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required="true"
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maxSubmissions="1"
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rows="5"
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placeholder="Recognized Text"
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displayMode="region-list"
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/>
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</View>
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