About this document
DeepDeSRT: Table Detection & Recognition by Bharat Varshney is a document available to read on EtoBox.
This document presents DeepDeSRT, a system for detecting and structurally recognizing tables in document images using deep learning. It uses transfer learning to fine-tune pre-trained object detection and semantic segmentation models for table detection and structure recognition, respectively. Evaluation on public and proprietary datasets shows it outperforms existing rule-based methods, achieving F1 scores of 96.77% for detection and 91.44% for structure recognition. The system provides an end-to-end, data
- Author
- Bharat Varshney
- Language
- EN