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Sample Python TensorFlow for Classifying Document Images

I'd like a basic example of a method for classifying and grouping document images into known categories. We would start with a known genre or layout-type of documents based on images of known documents. Then compare each new document with those layouts. If they are close in appearance to one or more layouts, the new documents are classified accordingly.

For example, if we have a number of known document "shapes", which are described by the visual arrangement of items on the page, we should be able to load or train the system to understand those shape->category relationships. Then the system could classify the images into categories for downstream processing.

Useful images for the simple demonstration would be a Driver's License, a bank check, a job application. On another subsequent project we would consider using textual features, but this project is just based on images/contours.

Some reference:

general: [url removed, login to view]

edge detection: [url removed, login to view]

[url removed, login to view]

[url removed, login to view]

Kỹ năng: Machine Learning, Python

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( 95 nhận xét ) Oakland, United States

Mã Dự Án: #15858782

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nkoutroumpinis

I am working as a professional data scientist, you can check my github to get a taste of my ML/DL skills using tensorflow: [url removed, login to view]

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i8solutions

I am expert python developer. I think i can handle this job............................... Regards, vasudha

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Vadimwang

Having experience of python, I can do what you want. Python is my primary programming language. Let us discuss details in chat.

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almashudshishir

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RushService

Feel fee to contact me [url removed, login to view] me message to discuss further more details .We provide the comments,images,videos,demos and live sessions in order to help the [url removed, login to view] payment only after the work done.

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SensenetTech

Hello, Thanks for the opportunity to bid on your project. SenseNet is a USA & India based Software, Website and Mobile application development company since 2008. I have gone through your initial job detail an Thêm

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milasu1

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skfaroo123

Hi I am very interested in your project. I have strong experiences with yours I am looking forward to discussing your project. [url removed, login to view]

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raiakanksha49

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itwonder1

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