dlp-sample / README.md
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Simplify configs section: tables → comma-separated lists
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---
license: cc-by-4.0
task_categories:
- object-detection
language:
- as
- bn
- en
- gu
- hi
- kn
- ml
- mr
- or
- pa
- ta
- te
- ur
tags:
- document-layout
- indic
- ocr
- layout-analysis
dataset_info:
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
configs:
- config_name: default
data_files:
- split: train
path: data/*/train-*.parquet
- split: validation
path: data/*/validation-*.parquet
- split: test
path: data/*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: assamese
data_files:
- split: train
path: data/as-*/train-*.parquet
- split: validation
path: data/as-*/validation-*.parquet
- split: test
path: data/as-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: bengali
data_files:
- split: train
path: data/bn-*/train-*.parquet
- split: validation
path: data/bn-*/validation-*.parquet
- split: test
path: data/bn-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: bodo
data_files:
- split: train
path: data/bd-*/train-*.parquet
- split: validation
path: data/bd-*/validation-*.parquet
- split: test
path: data/bd-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: dogri
data_files:
- split: train
path: data/do-*/train-*.parquet
- split: validation
path: data/do-*/validation-*.parquet
- split: test
path: data/do-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: english
data_files:
- split: train
path: data/en-*/train-*.parquet
- split: validation
path: data/en-*/validation-*.parquet
- split: test
path: data/en-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: gujarati
data_files:
- split: train
path: data/gu-*/train-*.parquet
- split: validation
path: data/gu-*/validation-*.parquet
- split: test
path: data/gu-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: hindi
data_files:
- split: train
path: data/hi-*/train-*.parquet
- split: validation
path: data/hi-*/validation-*.parquet
- split: test
path: data/hi-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: kannada
data_files:
- split: train
path: data/kn-*/train-*.parquet
- split: validation
path: data/kn-*/validation-*.parquet
- split: test
path: data/kn-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: kashmiri
data_files:
- split: train
path: data/ks-*/train-*.parquet
- split: validation
path: data/ks-*/validation-*.parquet
- split: test
path: data/ks-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: konkani
data_files:
- split: train
path: data/kk-*/train-*.parquet
- split: validation
path: data/kk-*/validation-*.parquet
- split: test
path: data/kk-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: malayalam
data_files:
- split: train
path: data/ml-*/train-*.parquet
- split: validation
path: data/ml-*/validation-*.parquet
- split: test
path: data/ml-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: marathi
data_files:
- split: train
path: data/mr-*/train-*.parquet
- split: validation
path: data/mr-*/validation-*.parquet
- split: test
path: data/mr-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: maithili
data_files:
- split: train
path: data/mt-*/train-*.parquet
- split: validation
path: data/mt-*/validation-*.parquet
- split: test
path: data/mt-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: manipuri
data_files:
- split: train
path: data/mp-*/train-*.parquet
- split: validation
path: data/mp-*/validation-*.parquet
- split: test
path: data/mp-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: nepali
data_files:
- split: train
path: data/ne-*/train-*.parquet
- split: validation
path: data/ne-*/validation-*.parquet
- split: test
path: data/ne-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: odia
data_files:
- split: train
path: data/or-*/train-*.parquet
- split: validation
path: data/or-*/validation-*.parquet
- split: test
path: data/or-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: punjabi
data_files:
- split: train
path: data/pa-*/train-*.parquet
- split: validation
path: data/pa-*/validation-*.parquet
- split: test
path: data/pa-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: sanskrit
data_files:
- split: train
path: data/sa-*/train-*.parquet
- split: validation
path: data/sa-*/validation-*.parquet
- split: test
path: data/sa-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: sindhi
data_files:
- split: train
path: data/sd-*/train-*.parquet
- split: validation
path: data/sd-*/validation-*.parquet
- split: test
path: data/sd-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: santali
data_files:
- split: train
path: data/sn-*/train-*.parquet
- split: validation
path: data/sn-*/validation-*.parquet
- split: test
path: data/sn-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: tamil
data_files:
- split: train
path: data/ta-*/train-*.parquet
- split: validation
path: data/ta-*/validation-*.parquet
- split: test
path: data/ta-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: telugu
data_files:
- split: train
path: data/te-*/train-*.parquet
- split: validation
path: data/te-*/validation-*.parquet
- split: test
path: data/te-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: urdu
data_files:
- split: train
path: data/ur-*/train-*.parquet
- split: validation
path: data/ur-*/validation-*.parquet
- split: test
path: data/ur-*/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: acts-and-rules
data_files:
- split: train
path: data/*-ar/train-*.parquet
- split: validation
path: data/*-ar/validation-*.parquet
- split: test
path: data/*-ar/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: brochure
data_files:
- split: train
path: data/*-br/train-*.parquet
- split: validation
path: data/*-br/validation-*.parquet
- split: test
path: data/*-br/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: form
data_files:
- split: train
path: data/*-fm/train-*.parquet
- split: validation
path: data/*-fm/validation-*.parquet
- split: test
path: data/*-fm/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: magazine
data_files:
- split: train
path: data/*-mg/train-*.parquet
- split: validation
path: data/*-mg/validation-*.parquet
- split: test
path: data/*-mg/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: manual
data_files:
- split: train
path: data/*-mn/train-*.parquet
- split: validation
path: data/*-mn/validation-*.parquet
- split: test
path: data/*-mn/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: newspaper
data_files:
- split: train
path: data/*-np/train-*.parquet
- split: validation
path: data/*-np/validation-*.parquet
- split: test
path: data/*-np/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: notice
data_files:
- split: train
path: data/*-nt/train-*.parquet
- split: validation
path: data/*-nt/validation-*.parquet
- split: test
path: data/*-nt/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: novel
data_files:
- split: train
path: data/*-nv/train-*.parquet
- split: validation
path: data/*-nv/validation-*.parquet
- split: test
path: data/*-nv/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: question-paper
data_files:
- split: train
path: data/*-qp/train-*.parquet
- split: validation
path: data/*-qp/validation-*.parquet
- split: test
path: data/*-qp/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: research-paper
data_files:
- split: train
path: data/*-rp/train-*.parquet
- split: validation
path: data/*-rp/validation-*.parquet
- split: test
path: data/*-rp/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: syllabus
data_files:
- split: train
path: data/*-sy/train-*.parquet
- split: validation
path: data/*-sy/validation-*.parquet
- split: test
path: data/*-sy/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
- config_name: textbook
data_files:
- split: train
path: data/*-tb/train-*.parquet
- split: validation
path: data/*-tb/validation-*.parquet
- split: test
path: data/*-tb/test-*.parquet
features:
- name: image
dtype: image
- name: file_name
dtype: string
- name: language
dtype: string
- name: language_code
dtype: string
- name: domain
dtype: string
- name: domain_code
dtype: string
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: label
sequence: string
- name: label_id
sequence: int64
- name: bbox
sequence:
sequence: float32
---
# 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
```python
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`