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update cards (#1142)
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‎docs/_posts/aymanechilah/2024-03-15-docvqa_pix2struct_jsl_opt_en_3_2.md

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task: Document Visual Question Answering
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language: en
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nav_key: models
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edition: Visual NLP 5.2.0
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edition: Visual NLP 5.1.0
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spark_version: 3.2.1
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supported: true
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article_header:
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+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
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|{[What's the estimated population in poverty of Lawrence? , What's the population of Stoddard? , What is the page number of the document? , What is the date number of the document? ], [ 55,730, 26,800, 6, 1/28/70], [0.030239912, 0.9217337, 0.9979782, 0.09267823]}|
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+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
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CPU times: user 10.5 ms, sys: 1.85 ms, total: 12.3 ms
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Wall time: 43.6 s
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```
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‎docs/_posts/aymanechilah/2024-03-15-image_handwritten_detector_jsl_en_3_2.md

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---
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layout: model
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title: Handwritten Text Detection
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title: Handwritten Text and Signature Detection
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author: John Snow Labs
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name: image_handwritten_detector_jsl
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date: 2024-03-15
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tags: [en, licensed]
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task: Handwritten Text Detection
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task: Handwritten Text and Signature Detection
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language: en
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nav_key: models
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edition: Visual NLP 5.2.0
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edition: Visual NLP 5.1.2
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spark_version: 3.2.1
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supported: true
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article_header:
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## Example
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{%- capture input -%}
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{%- capture input_image -%}
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![Screenshot](/assets/images/examples_ocr/hw_detection_input.png)
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{%- endcapture -%}
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{%- capture output -%}
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{%- capture output_image -%}
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![Screenshot](/assets/images/examples_ocr/hw_detection_output.png)
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{%- endcapture -%}
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{% include templates/input_output_image.md
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input=input
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output=output
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input_image=input_image
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output_image=output_image
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%}
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{:.model-param}
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## Model Information
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{:.table-model}

‎docs/_posts/aymanechilah/2024-03-15-ocr_large_handwritten_v2_en_3_2.md

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---
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layout: model
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title: Оcr large for handwritten text
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title: Оcr large for handwritten text v2
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author: John Snow Labs
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name: ocr_large_handwritten_v2
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date: 2024-03-15
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tags: [en, licensed]
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task: OCR Text Detection & Recognition
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language: en
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nav_key: models
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edition: Visual NLP 5.2.0
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edition: Visual NLP 5.1.2
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spark_version: 3.2.1
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supported: true
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article_header:

‎docs/_posts/aymanechilah/2024-03-15-ocr_large_handwritten_v2_opt_en_3_2.md

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---
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layout: model
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title: Оcr large for handwritten text
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title: Оcr large for handwritten text v2 optimized
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author: John Snow Labs
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name: ocr_large_handwritten_v2_opt
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date: 2024-03-15
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tags: [en, licensed]
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task: OCR Text Detection & Recognition
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language: en
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nav_key: models
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edition: Visual NLP 5.2.0
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edition: Visual NLP 5.1.2
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spark_version: 3.2.1
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supported: true
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article_header:

‎docs/_posts/aymanechilah/2024-03-15-ocr_large_printed_v2_en_3_2.md

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---
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layout: model
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title: Оcr large for printed text
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title: Оcr large for printed text v2
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author: John Snow Labs
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name: ocr_large_printed_v2
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date: 2024-03-15
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tags: [en, licensed]
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task: OCR Text Detection & Recognition
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language: en
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nav_key: models
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edition: Visual NLP 5.2.0
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edition: Visual NLP 5.1.2
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spark_version: 3.2.1
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supported: true
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article_header:

‎docs/_posts/aymanechilah/2024-03-15-ocr_large_printed_v2_opt_en_3_2.md

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---
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layout: model
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title: Оcr large for printed text
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title: Оcr large for printed text v2 optimized
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author: John Snow Labs
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name: ocr_large_printed_v2_opt
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date: 2024-03-15
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tags: [en, licensed]
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task: OCR Text Detection & Recognition
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task: OCR Text Detection & Recognition
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language: en
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nav_key: models
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edition: Visual NLP 5.2.0
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edition: Visual NLP 5.1.2
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spark_version: 3.2.1
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supported: true
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article_header:

‎docs/_posts/aymanechilah/2024-03-15-region_cell_detection_en_3_2.md

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### Input:
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![Screenshot](/assets/images/examples_ocr/table_celldetector_input.png)
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### Output:
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{%- capture cell_detection -%}
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### Cell Detection:
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![Screenshot](/assets/images/examples_ocr/table_celldetector_v1_cells.png)
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{%- endcapture -%}
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{%- capture table_structure_recognition -%}
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### Table Structure Recognition:
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![Screenshot](/assets/images/examples_ocr/table_celldetector_v1_tsr.png)
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{%- endcapture -%}
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{% include templates/input_output_image.md
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cell_detection=cell_detection
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table_structure_recognition=table_structure_recognition
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%}
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{:.model-param}
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## Model Information
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{:.table-model}

‎docs/_posts/aymanechilah/2024-03-15-region_cell_detection_v2_en_3_2.md

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---
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layout: model
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title: Table Cell Detection
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title: Table Cell Detection v2
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author: John Snow Labs
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name: region_cell_detection_v2
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date: 2024-03-15
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### Input:
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![Screenshot](/assets/images/examples_ocr/table_celldetector_input.png)
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### Output:
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{%- capture cell_detection -%}
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### Cell Detection:
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![Screenshot](/assets/images/examples_ocr/table_celldetector_v2_cells.png)
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{%- endcapture -%}
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{%- capture table_structure_recognition -%}
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### Table Structure Recognition:
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![Screenshot](/assets/images/examples_ocr/table_celldetector_v2_tsr.png)
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{%- endcapture -%}
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{% include templates/input_output_image.md
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cell_detection=cell_detection
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table_structure_recognition=table_structure_recognition
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%}
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{:.model-param}
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## Model Information
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{:.table-model}

‎docs/_posts/aymanechilah/2024-03-15-table_detection_v3_en_3_2.md

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---
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layout: model
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title: Table Detection
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title: Table Detection v3
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author: John Snow Labs
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name: table_detection_v3
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## Example
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{%- capture input -%}
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### Input:
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![Screenshot](/assets/images/examples_ocr/image5.png)
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{%- endcapture -%}
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{%- capture output -%}
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### Output:
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![Screenshot](/assets/images/examples_ocr/image5_tdv3.png)
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{%- endcapture -%}
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{% include templates/input_output_image.md
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input=input
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output=output
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%}
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{:.model-param}
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## Model Information
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{:.table-model}

‎docs/_posts/aymanechilah/2024-04-15-chart_to_text_deplot_jsl_en_3_2.md

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task: Chart to Text
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language: en
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nav_key: models
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edition: Visual NLP 5.2.0
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edition: Visual NLP 5.3.0
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spark_version: 3.2.1
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supported: true
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article_header:

‎docs/_posts/aymanechilah/2024-04-15-checkbox_detector_v1_en_3_2.md

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task: Checkbox Detection & Recognition
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language: en
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nav_key: models
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edition: Visual NLP 5.1.2
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edition: Visual NLP 5.3.1
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spark_version: 3.2.1
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supported: true
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article_header:
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### Input:
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![Screenshot](/assets/images/examples_ocr/cboxes.png)
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### Output:
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{%- capture checkbox_detection -%}
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### Checkbox Detection:
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![Screenshot](/assets/images/examples_ocr/cboxes_out.png)
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{%- endcapture -%}
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{%- capture checkbox_to_ocr -%}
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### Checkbox to text:
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![Screenshot](/assets/images/examples_ocr/cboxes_out_process.png)
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{%- endcapture -%}
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{% include templates/input_output_image.md
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checkbox_detection=checkbox_detection
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checkbox_to_ocr=checkbox_to_ocr
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%}
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{:.model-param}
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## Model Information
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{:.table-model}

‎docs/_posts/aymanechilah/2024-04-15-info_docvqa_pix2struct_jsl_base_opt_en_3_2.md

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### Input:
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Questions:
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```bash
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- What percentage of Suicides are caused by Motorcycle accidents?
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- What percentage of Suicides are caused by pedestrian accidents?
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- What is fifth warning sign listed here?
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```
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Image:
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![Screenshot](/assets/images/examples_ocr/infographics_image.png)
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### Output:
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```bash
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CPU times: user 302 ms, sys: 36.2 ms, total: 338 ms
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Wall time: 1min 9s
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[{'image': ImageOutput(path: 3f878eba5bf5d66635a3f2312ca2819c.jpg, exception: None),
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'answers': AnswersOutput(questions_and_answers: [{'score': 0.9581562, 'question': 'What percentage of Suicides are caused by Motorcycle accidents? ', 'answer': ' 4.2%'}, {'score': 0.98590666, 'question': 'What percentage of Suicides are caused by pedestrian accidents? ', 'answer': ' 2.9%'}, {'score': 0.89071125, 'question': 'What is fifth warning sign listed here? ', 'answer': ' self-harming'}])}]
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```

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