High-Level Project Summary
Web Application is developed to help researchers to give NASA Technical Reports Server (NTRS).database pdf file as input making it easier for them to see the summary of the relevant NTRS record with some visualizations and keywords of the topics discussed in the pdf.Web App is developed using Python web framework flask that uses deep learning model to summarize and carry out insights of the document integrated with a user interface.
Link to Final Project
Link to Project "Demo"
Detailed Project Description
Extraction of text from PDF files.
Summarization of the text.
List of top Keywords present in the text.
Word cloud generation i.e (visualization of top frequent words).
Top 10 most often used word count graph.
For further detail and output
GoogleDrive: https://drive.google.com/drive/folders/1ExZp65i873X3A8qUpNnC2IOiuJG4bMph?usp=sharing
Space Agency Data
NTRS includes hundreds of thousands of items containing scientific and technical information (STI) this project is to assist researchers in accessing NTRS documents using Artificial Intelligence(AI).
Hackathon Journey
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References
https://2022.spaceappschallenge.org/challenges/2022-challenges/science-legacy/details
Tags
NLP, Deep Learning , Science LEgacy