onath/dlp-sample

IndicDLP Sample

Sample subset of the IndicDLP (Indic Document Layout Parser) dataset.

• 23 languages: Assamese, Bengali, Bodo, Dogri, English, Gujarati, Hindi, Kannada, Kashmiri, Konkani, Malayalam, Maithili, Manipuri, Marathi, Nepali, Odia, Punjabi, Sanskrit, Sindhi, Santali, Tamil, Telugu, Urdu
• 12 document domains: Acts & Rules, Brochure, Form, Magazine, Manual, Newspaper, Notice, Novel, Question Paper, Research Paper, Syllabus, Textbook
• 42 layout classes (bounding box annotations)
• Splits: train / validation / test

Configs (subsets)

Use the config dropdown in the viewer, or specify when loading:

Languages: assamese (Assamese), bengali (Bengali), bodo (Bodo), dogri (Dogri), english (English), gujarati (Gujarati), hindi (Hindi), kannada (Kannada), kashmiri (Kashmiri), konkani (Konkani), malayalam (Malayalam), marathi (Marathi), maithili (Maithili), manipuri (Manipuri), nepali (Nepali), odia (Odia), punjabi (Punjabi), sanskrit (Sanskrit), sindhi (Sindhi), santali (Santali), tamil (Tamil), telugu (Telugu), urdu (Urdu)

Domains: acts-and-rules (Acts & Rules), brochure (Brochure), form (Form), magazine (Magazine), manual (Manual), newspaper (Newspaper), notice (Notice), novel (Novel), question-paper (Question Paper), research-paper (Research Paper), syllabus (Syllabus), textbook (Textbook)

Usage

from datasets import load_dataset

ds = load_dataset("onath/dlp-sample")                          # all data
ds = load_dataset("onath/dlp-sample", "hindi")                 # Hindi only
ds = load_dataset("onath/dlp-sample", "form")                  # Forms only
ds = load_dataset("onath/dlp-sample", "hindi", split="train")  # Hindi train split

Annotation format

objects.bbox is in normalized YOLO format: [cx, cy, w, h] where values are in [0, 1].

Layout classes

advertisement, answer, author, chapter-title, contact-info, dateline, figure, figure-caption, first-level-question, flag, folio, footer, footnote, formula, header, headline, index, jumpline, options, ordered-list, page-number, paragraph, placeholder-text, quote, reference, second-level-question, section-title, sidebar, sub-headline, sub-ordered-list, sub-section-title, subsub-headline, subsub-ordered-list, subsub-section-title, subsub-unordered-list, sub-unordered-list, table, table-caption, table-of-contents, third-level-question, unordered-list, website-link