SSD,python,pytorch

Table Detection in Documents using Faster-RCNN

A neural network that transforms a screenshot into a static website

document image analysis

Combine Textboxes++ and RetinaNet which used to replace the original 'neck' network SSD for scene text localization.

Code for my ICDAR paper "Deep Visual Template-Free Form Parsing"

DFKI Layout Detection for OCR-D

patchwise semantic segmentation

a deep learning model for page layout analysis / segmentation.

Text line segmentation using Mask R-CNN

Chinese handwriting generator via cascaded pix2pix

Implementation of CRAFT Text Detection

Document Understanding tools

Building models for Optical Character Recognition

This is a keras implementation of PhocNet

Master thesis project, aims to classify a scanned document, combining the physical segmentation phase and the logical segmentation phase

PyTorch implementation of DeepLabv3

This tool can detect textline of given image and write the output in a page xml data.

An example of text object detection