update cards (#1142)

JohnSnowLabs · Apr 18, 2024 · 1fae1b6 · 1fae1b6
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diff --git a/docs/_posts/aymanechilah/2024-03-15-docvqa_pix2struct_jsl_opt_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-docvqa_pix2struct_jsl_opt_en_3_2.md
@@ -8,7 +8,7 @@ tags: [en, licensed]
 task: Document Visual Question Answering
 language: en
 nav_key: models
-edition: Visual NLP 5.2.0
+edition: Visual NLP 5.1.0
 spark_version: 3.2.1
 supported: true
 article_header:
@@ -118,8 +118,6 @@ Image:
 +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
 |{[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]}|
 +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
-CPU times: user 10.5 ms, sys: 1.85 ms, total: 12.3 ms
-Wall time: 43.6 s
 ```
 
 

diff --git a/docs/_posts/aymanechilah/2024-03-15-image_handwritten_detector_jsl_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-image_handwritten_detector_jsl_en_3_2.md
@@ -1,14 +1,14 @@
 ---
 layout: model
-title: Handwritten Text Detection
+title: Handwritten Text and Signature Detection
 author: John Snow Labs
 name: image_handwritten_detector_jsl
 date: 2024-03-15
 tags: [en, licensed]
-task: Handwritten Text Detection
+task: Handwritten Text and Signature Detection
 language: en
 nav_key: models
-edition: Visual NLP 5.2.0
+edition: Visual NLP 5.1.2
 spark_version: 3.2.1
 supported: true
 article_header:
@@ -93,22 +93,22 @@ val result = pipeline.transform(image_df)
 
 ## Example
 
-{%- capture input -%}
+{%- capture input_image -%}
 ![Screenshot](/assets/images/examples_ocr/hw_detection_input.png)
 {%- endcapture -%}
 
-{%- capture output -%}
+{%- capture output_image -%}
 ![Screenshot](/assets/images/examples_ocr/hw_detection_output.png)
 {%- endcapture -%}
 
 
 {% include templates/input_output_image.md
-input=input
-output=output
+input_image=input_image
+output_image=output_image
 %}
 
 
-{:.model-param}
+
 ## Model Information
 
 {:.table-model}

diff --git a/docs/_posts/aymanechilah/2024-03-15-ocr_large_handwritten_v2_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-ocr_large_handwritten_v2_en_3_2.md
@@ -1,14 +1,14 @@
 ---
 layout: model
-title: Оcr large for handwritten text
+title: Оcr large for handwritten text v2
 author: John Snow Labs
 name: ocr_large_handwritten_v2
 date: 2024-03-15
 tags: [en, licensed]
 task: OCR Text Detection & Recognition
 language: en
 nav_key: models
-edition: Visual NLP 5.2.0
+edition: Visual NLP 5.1.2
 spark_version: 3.2.1
 supported: true
 article_header:

diff --git a/docs/_posts/aymanechilah/2024-03-15-ocr_large_handwritten_v2_opt_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-ocr_large_handwritten_v2_opt_en_3_2.md
@@ -1,14 +1,14 @@
 ---
 layout: model
-title: Оcr large for handwritten text
+title: Оcr large for handwritten text v2 optimized
 author: John Snow Labs
 name: ocr_large_handwritten_v2_opt
 date: 2024-03-15
 tags: [en, licensed]
 task: OCR Text Detection & Recognition
 language: en
 nav_key: models
-edition: Visual NLP 5.2.0
+edition: Visual NLP 5.1.2
 spark_version: 3.2.1
 supported: true
 article_header:

diff --git a/docs/_posts/aymanechilah/2024-03-15-ocr_large_printed_v2_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-ocr_large_printed_v2_en_3_2.md
@@ -1,14 +1,14 @@
 ---
 layout: model
-title: Оcr large for printed text
+title: Оcr large for printed text v2
 author: John Snow Labs
 name: ocr_large_printed_v2
 date: 2024-03-15
 tags: [en, licensed]
 task: OCR Text Detection & Recognition
 language: en
 nav_key: models
-edition: Visual NLP 5.2.0
+edition: Visual NLP 5.1.2
 spark_version: 3.2.1
 supported: true
 article_header:

diff --git a/docs/_posts/aymanechilah/2024-03-15-ocr_large_printed_v2_opt_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-ocr_large_printed_v2_opt_en_3_2.md
@@ -1,14 +1,14 @@
 ---
 layout: model
-title: Оcr large for printed text
+title: Оcr large for printed text v2 optimized
 author: John Snow Labs
 name: ocr_large_printed_v2_opt
 date: 2024-03-15
 tags: [en, licensed]
-task: OCR Text Detection & Recognition
+task: OCR Text Detection & Recognition 
 language: en
 nav_key: models
-edition: Visual NLP 5.2.0
+edition: Visual NLP 5.1.2
 spark_version: 3.2.1
 supported: true
 article_header:

diff --git a/docs/_posts/aymanechilah/2024-03-15-region_cell_detection_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-region_cell_detection_en_3_2.md
@@ -121,24 +121,14 @@ val result = pipeline.transform(image_df)
 ### Input:
 ![Screenshot](/assets/images/examples_ocr/table_celldetector_input.png)
 
-### Output:
-{%- capture cell_detection -%}
+### Cell Detection:
 ![Screenshot](/assets/images/examples_ocr/table_celldetector_v1_cells.png)
-{%- endcapture -%}
 
-{%- capture table_structure_recognition -%}
+### Table Structure Recognition:
 ![Screenshot](/assets/images/examples_ocr/table_celldetector_v1_tsr.png)
-{%- endcapture -%}
 
 
-{% include templates/input_output_image.md
-cell_detection=cell_detection
-table_structure_recognition=table_structure_recognition
-%}
 
-
-
-{:.model-param}
 ## Model Information
 
 {:.table-model}

diff --git a/docs/_posts/aymanechilah/2024-03-15-region_cell_detection_v2_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-region_cell_detection_v2_en_3_2.md
@@ -1,6 +1,6 @@
 ---
 layout: model
-title: Table Cell Detection
+title: Table Cell Detection v2
 author: John Snow Labs
 name: region_cell_detection_v2
 date: 2024-03-15
@@ -122,24 +122,14 @@ val result = pipeline.transform(image_df)
 ### Input:
 ![Screenshot](/assets/images/examples_ocr/table_celldetector_input.png)
 
-### Output:
-{%- capture cell_detection -%}
+### Cell Detection:
 ![Screenshot](/assets/images/examples_ocr/table_celldetector_v2_cells.png)
-{%- endcapture -%}
 
-{%- capture table_structure_recognition -%}
+### Table Structure Recognition:
 ![Screenshot](/assets/images/examples_ocr/table_celldetector_v2_tsr.png)
-{%- endcapture -%}
 
 
-{% include templates/input_output_image.md
-cell_detection=cell_detection
-table_structure_recognition=table_structure_recognition
-%}
 
-
-
-{:.model-param}
 ## Model Information
 
 {:.table-model}

diff --git a/docs/_posts/aymanechilah/2024-03-15-table_detection_v3_en_3_2.md b/docs/_posts/aymanechilah/2024-03-15-table_detection_v3_en_3_2.md
@@ -1,6 +1,6 @@
 ---
 layout: model
-title: Table Detection
+title: Table Detection v3
 author: John Snow Labs
 name: table_detection_v3
 date: 2024-03-15
@@ -91,23 +91,13 @@ val result = pipeline.transform(image_df)
 
 ## Example
 
-{%- capture input -%}
+### Input:
 ![Screenshot](/assets/images/examples_ocr/image5.png)
-{%- endcapture -%}
 
-{%- capture output -%}
+### Output:
 ![Screenshot](/assets/images/examples_ocr/image5_tdv3.png)
-{%- endcapture -%}
 
 
-{% include templates/input_output_image.md
-input=input
-output=output
-%}
-
-
-
-{:.model-param}
 ## Model Information
 
 {:.table-model}

diff --git a/docs/_posts/aymanechilah/2024-04-15-chart_to_text_deplot_jsl_en_3_2.md b/docs/_posts/aymanechilah/2024-04-15-chart_to_text_deplot_jsl_en_3_2.md
@@ -8,7 +8,7 @@ tags: [en, licensed]
 task: Chart to Text
 language: en
 nav_key: models
-edition: Visual NLP 5.2.0
+edition: Visual NLP 5.3.0
 spark_version: 3.2.1
 supported: true
 article_header:

diff --git a/docs/_posts/aymanechilah/2024-04-15-checkbox_detector_v1_en_3_2.md b/docs/_posts/aymanechilah/2024-04-15-checkbox_detector_v1_en_3_2.md
@@ -8,7 +8,7 @@ tags: [en, licensed]
 task: Checkbox Detection & Recognition
 language: en
 nav_key: models
-edition: Visual NLP 5.1.2
+edition: Visual NLP 5.3.1
 spark_version: 3.2.1
 supported: true
 article_header:
@@ -103,24 +103,13 @@ val result = pipeline.transform(image_df)
 ### Input:
 ![Screenshot](/assets/images/examples_ocr/cboxes.png)
 
-### Output:
-{%- capture checkbox_detection -%}
+### Checkbox Detection:
 ![Screenshot](/assets/images/examples_ocr/cboxes_out.png)
-{%- endcapture -%}
 
-{%- capture checkbox_to_ocr -%}
+### Checkbox to text:
 ![Screenshot](/assets/images/examples_ocr/cboxes_out_process.png)
-{%- endcapture -%}
 
 
-{% include templates/input_output_image.md
-checkbox_detection=checkbox_detection
-checkbox_to_ocr=checkbox_to_ocr
-%}
-
-
-
-{:.model-param}
 ## Model Information
 
 {:.table-model}

diff --git a/docs/_posts/aymanechilah/2024-04-15-info_docvqa_pix2struct_jsl_base_opt_en_3_2.md b/docs/_posts/aymanechilah/2024-04-15-info_docvqa_pix2struct_jsl_base_opt_en_3_2.md
@@ -99,19 +99,20 @@ val results = pipeline.transform(image_and_questions).cache()
 ### Input:
 
 Questions:
+
 ```bash
 - What percentage of Suicides are caused by Motorcycle accidents?
 - What percentage of Suicides are caused by pedestrian accidents?
 - What is fifth warning sign listed here?                                                                                            
 ```
 
 Image:
+
+
 ![Screenshot](/assets/images/examples_ocr/infographics_image.png)
 
 ### Output:
 ```bash
-CPU times: user 302 ms, sys: 36.2 ms, total: 338 ms
-Wall time: 1min 9s
 [{'image': ImageOutput(path: 3f878eba5bf5d66635a3f2312ca2819c.jpg, exception: None),
   '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'}])}]
 ```