publaynet

Here are 5 public repositories matching this topic...

hpanwar08 / detectron2

Detectron2 for Document Layout Analysis

python computer-vision deep-learning pytorch neural-networks segmentation object-detection semantic-segmentation document-layout maskrcnn mask-rcnn document-layout-analysis publaynet

Updated Apr 10, 2020
Python

phamquiluan / PubLayNet

Star

MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...

pytorch object-detection pretrained-models mask-rcnn document-layout-analysis table-detection figure-detection publaynet paragraph-detection

Updated Apr 4, 2020
Python

BobLd / PdfPigMLNetBlockClassifier

Star

Proof of concept of training a simple Region Classifier using PdfPig and ML.NET (LightGBM). The objective is to classify each text block in a pdf document page as either title, text, list, table and image.

classifier pdf machine-learning csharp lightgbm pdf-document document-layout layout-analysis pdf-document-processor document-layout-analysis ml-net pdfpig publaynet

Updated Mar 16, 2020
C#

BobLd / PdfPigSvmRegionClassifier

Star

Proof of concept of a simple SVM Region Classifier using PdfPig and Accord.Net. The objective is to classify each text block in a pdf document page as either title, text, list, table and image.