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Website using APIs to language translate with MongoDB backend

I have a project where I have to implement translation to English from four languages.

I have planned to implement using open-source pre-trained models.

Conditions:-

Pick up files from a folder and extract the text using tika and push it to database1.

Construct paragraphs if the structure is broken (if possible).

Using APIs translate the text para-wise, Save it to database 2. (This is required)

Assemble the text for each document from database 2 and push it to database 1 as translated text of the document.

Summarize this using a pre-trained model. push the summary into database 1.

Extract important catchwords, semantics etc, and push it in database 1.

Web interface to show a list of documents (Listing based on the heading of the file, date-based, based on topics, catchwords)

Open the selected document in two tabs.

Tab 1 Parawise Original text and Translation full (Translation should be editable and pushed into a saperate location on database2.

Tab 2 Full document Text and translation along with summary, semantic analysis, catchwords etc (if the translation is edited then edited one should be visible here)

For more details leave a message.

Project in python using standard libraries like transformers and I have half of the work already done myself with respect to survey effort

I will share the details if one can help in integrating everything with MongoDB and web-based GUI.

This will be a proof of concept for a hardware project.

Evner: Web Design, Python, Deep Learning, Machine Learning (ML)

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Om arbejdsgiveren:
( 0 bedømmelser ) Indore, India

Projekt ID: #30531044

1 freelancer byder i gennemsnit ₹6000 på dette job

sarthak7824

This is an interesting job and you have detailed all the project steps in a nice way. Python, mongodb and all the backend stuff I can easily manage, the frontend web-based GUI could be a little challenging for me but I Flere

₹6000 INR in 5 dage
(0 bedømmelser)
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