crowd-textract-analyze-document - Amazon SageMaker

crowd-textract-analyze-document

A widget to enable human review of a Amazon Textract document analysis result.

Attributes

The following attributes are supported by this element.

header

This is the text that is displayed as the header.

src

This is a link to the image to be analyzed by the worker.

initialValue

This sets initial values for attributes found in the worker UI.

The following is an example of an initialValue input:

[ { "blockType": "KEY_VALUE_SET", "confidence": 38.43309020996094, "geometry": { "boundingBox": { "width": 0.32613086700439453, "weight": 0.0942094624042511, "left": 0.4833833575248718, "top": 0.5227988958358765 }, "polygon": [ {"X": 0.123, "Y": 0.345}, ... ] } "id": "8c97b240-0969-4678-834a-646c95da9cf4", "relationships": [ { "type": "CHILD", "ids": [ "7ee7b7da-ee1b-428d-a567-55a3e3affa56", "4d6da730-ba43-467c-a9a5-c6137ba0c472" ] }, { "type": "VALUE", "ids": [ "6ee7b7da-ee1b-428d-a567-55a3e3affa54" ] } ], "entityTypes": [ "KEY" ], "text": "Foo bar" }, ]

blockTypes

This determines the kind of analysis the workers can do. Only KEY_VALUE_SET is currently supported.

keys

This specifies new keys and the associated text value the worker can add. The input values for keys can include the following elements:

  • importantFormKey accepts strings, and is used to specify a single key.

  • importantFormKeyAliases can be used to specify aliases that are acceptable alternatives to the keys supplied. Use this element to identify alternative spellings or presentations of your keys. This parameter accepts a list of one or more strings.

The following is an example of an input for keys.

[ { importantFormKey: 'Address', importantFormKeyAliases: [ 'address', 'Addr.', 'Add.', ] }, { importantFormKey: 'Last name', importantFormKeyAliases: ['Surname'] } ]

no-key-edit

This prevents the workers from editing the keys of annotations passed through initialValue. This prevents workers from editing the keys that have been detected on your documents. This is required.

no-geometry-edit

This prevents workers from editing the polygons of annotations passed through initialValue. For example, this would prevent the worker from editing the bounding box around a given key. This is required.

Element Hierarchy

This element has the following parent and child elements.

Regions

The following regions are supported by this element. You can use custom HTML and CSS code within these regions to format your instructions to workers. For example, use the short-instructions section to provide good and bad examples of how to complete a task.

full-instructions

General instructions about how to work with the widget.

short-instructions

Important task-specific instructions that are displayed in a prominent place.

Example of a Worker Template Using the crowd Element

An example of a worker template using this crowd element would look like the following.

<script src="https://assets.crowd.aws/crowd-html-elements.js"></script> {% capture s3_uri %}http://s3.amazonaws.com/{{ task.input.aiServiceRequest.document.s3Object.bucket }}/{{ task.input.aiServiceRequest.document.s3Object.name }}{% endcapture %} <crowd-form> <crowd-textract-analyze-document src="{{ s3_uri | grant_read_access }}" initial-value="{{ task.input.selectedAiServiceResponse.blocks }}" header="Review the key-value pairs listed on the right and correct them if they don't match the following document." no-key-edit no-geometry-edit keys="{{ task.input.humanLoopContext.importantFormKeys }}" block-types="['KEY_VALUE_SET']" > <short-instructions header="Instructions"> <style> .instructions { white-space: pre-wrap; } .instructionsImage { display: inline-block; max-width: 100%; } </style> <p class='instructions'>Click on a key-value block to highlight the corresponding key-value pair in the document. If it is a valid key-value pair, review the content for the value. If the content is incorrect, correct it. The text of the value is incorrect, correct it. <img class='instructionsImage' src="https://assets.crowd.aws/images/a2i-console/correct-value-text.png" /> A wrong value is identified, correct it. <img class='instructionsImage' src="https://assets.crowd.aws/images/a2i-console/correct-value.png" /> If it is not a valid key-value relationship, choose No. <img class='instructionsImage' src="https://assets.crowd.aws/images/a2i-console/not-a-key-value-pair.png" /> If you can’t find the key in the document, choose Key not found. <img class='instructionsImage' src="https://assets.crowd.aws/images/a2i-console/key-is-not-found.png" /> If the content of a field is empty, choose Value is blank. <img class='instructionsImage' src="https://assets.crowd.aws/images/a2i-console/value-is-blank.png" /> <b>Examples</b> Key and value are often displayed next or below to each other. Key and value displayed in one line. <img class='instructionsImage' src="https://assets.crowd.aws/images/a2i-console/sample-key-value-pair-1.png" /> Key and value displayed in two lines. <img class='instructionsImage' src="https://assets.crowd.aws/images/a2i-console/sample-key-value-pair-2.png" /> If the content of the value has multiple lines, enter all the text without line break. Include all value text even if it extends beyond the highlight box. <img class='instructionsImage' src="https://assets.crowd.aws/images/a2i-console/multiple-lines.png" /></p> </short-instructions> <full-instructions header="Instructions"></full-instructions> </crowd-textract-analyze-document> </crowd-form>

Output

The following is a sample of the output from this element. You can find a detailed explanation of this output in the Amazon Textract AnalyzeDocument API documentation.

{ "AWS/Textract/AnalyzeDocument/Forms/V1": { blocks: [ { "blockType": "KEY_VALUE_SET", "id": "8c97b240-0969-4678-834a-646c95da9cf4", "relationships": [ { "type": "CHILD", "ids": ["7ee7b7da-ee1b-428d-a567-55a3e3affa56", "4d6da730-ba43-467c-a9a5-c6137ba0c472"] }, { "type": "VALUE", "ids": ["6ee7b7da-ee1b-428d-a567-55a3e3affa54"] } ], "entityTypes": ["KEY"], "text": "Foo bar baz" } ] } }