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DeepOpinion Document Information Extraction
Ahmed Al-Ali |
0 steps |
Navigate to your workspace on [https://studio.deepopinion.ai](https://studio.deepopinion.ai)
Navigate to the Cognitive Skills Builder using the hamburger menu on the top left
Click "BUILD A NEW SKILL" to create a document information extraction model
Select "Document Information Extraction"
Click this text field and type a name "Invoice Information Extraction"
This will take you into the project to start. Now you can upload your documents. Upload 1 document for now.
Once the upload is done you can move to the next step
Navigate to "Label Definition" from the side menu to list the information you would like to label and extract from a document
A label will be automatically created with the name "default"
You can edit it and rename it to "Invoice#"
You can also change the label color
You can also choose to upload the list of labels as csv and change the color of each label for easier differentiation
Navigate to "Training Data" to start data labelling
Now you need to select the uploaded document for labelling.
This step will automatically take you to the document labeling page
First step, make sure to select the curser for ease of navigation. Other tools are used for more advanced labelling,
Once done labelling, click "Update" to save your annotations
To label text on the document, first click on the bounding box then click on its corresponding label on top of the document. This will assign a label to it automatically
Now do the same for all the labels that are available on this document.
For text that is split into multiple bounding boxes, just highlight all of the and then select the corresponding label.
You can check for your labels by looking at the right hand side widget and compare the labels that were assigned to the text
Once you finish labelling enough documents you can navigate to "Cognitive Skill Training" from the left menu to train a model.
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