image
imagewidth (px)
384
7.02k
label
class label
2 classes
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column
0multiple_column

Description

These scripts generate a dataset for testing and training the orientation classifier.

  • The scripts/ folder contains all the necessary scripts
  • The src/ folder contains images of document pages. In src/one_column there are single-column documents, in src/multiple_column there are multi-column documents

About generation scripts:

  • scripts/gen_dataset.py - generates an output dataset for model training and testing. It rotates document images and creates a label.csv markup file in each dataset

    • "-i", "--input_path_img": source folder absolute path
    • "-o", "--output_path_img": absolute path for output folder
    • "-l", "--output_path_lbl": absolute path for label file, by deafult it is contained in output folders
  • scripts/get_imgs_from_pdf.py - just to help if you want to add images to the src folder from different pdfs

    • "-i", "--input_path_img": source folder absolute path
    • "-o", "--output_path_img": absolute path for output folder
Downloads last month
0
Edit dataset card