PDF Section Detection & Classification – CoreView

21NovNovember 21, 2022

PDF Section Detection & Classification

By Sachin Kalaskar Uncategorized Comments Off

Customer Challenges:

Identify coordinates of different PDF sections
Paragraph, Images, Title, Header, Equations, Footer, ect
Classify different PDF sections

Result:

High accuracy section detection and classification model, >90%
Prediction time < 2 seconds
False positive rate < 5%

CoreView Solution:

Different PDFs from multiple sources
Deep learning- based computer vision model for section detection
Advanced classification models for section classification

Other Considerations:

Poor PDF data quality
Skewed Data
Prediction must be within 2 seconds

Author

Sachin Kalaskar