datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
IndoorSceneRecognition
Dataset Card for IndoorSceneRecognition
The database contains 67 Indoor categories, and a total of 15620 images. The number of images varies across categories, but there are at least 100 images per category. All images are in jpg format.
This is a FiftyOne dataset with 15620 samples.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
import fiftyone.utils.huggingface as fouh
# Load the dataset… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/IndoorSceneRecognition.IndoLepAtlas
IndoLepAtlas — Indian Lepidoptera & Host Plants Dataset
A large-scale computer vision dataset of Indian butterflies, moths, and their larval host plants. Sourced from ifoundbutterflies.org with public CC-licensed photographs.
Inspired by: iNaturalist | Domain: Indian Wildlife & Biodiversity
Dataset Overview
Butterflies
Host Plants
Total
Species
961
127
1,088
Images
60,641
703
61,344
Source
ifoundbutterflies.org
ifoundbutterflies.org
—… See the full description on the dataset page: https://huggingface.co/datasets/Butterfree/IndoLepAtlas.indian-art-styles
🎨 Indian Art Styles Dataset
A comprehensive image classification dataset covering 34 distinct Indian painting and art styles with 27,139 images in total. This dataset is designed for training Vision Transformer (ViT) and CNN-based classifiers to recognize traditional Indian art styles.
Dataset Overview
Style
Region
Medium
Image Count
aipan
Uttarakhand
floor/wall painting
6
bengal_school
West Bengal
painting
1287
bhil
Madhya Pradesh / Rajasthan /… See the full description on the dataset page: https://huggingface.co/datasets/Divya0001/indian-art-styles.indian-traditional-artificial-jewellery
Traditional and Handmade Indian Jewellery Dataset
This dataset contains a comprehensive collection of traditional and handmade Indian jewelry, sourced from various e-commerce platforms and manufacturer websites. It provides a rich set of attributes for each jewelry piece, making it a valuable resource for various data analysis, machine learning, and market research tasks.
Dataset Overview
This dataset is designed to provide detailed information about Indian jewelry… See the full description on the dataset page: https://huggingface.co/datasets/Coder-Dragon/indian-traditional-artificial-jewellery.indoor-scene-classification
Dataset Labels
['meeting_room', 'cloister', 'stairscase', 'restaurant', 'hairsalon', 'children_room', 'dining_room', 'lobby', 'museum', 'laundromat', 'computerroom', 'grocerystore', 'hospitalroom', 'buffet', 'office', 'warehouse', 'garage', 'bookstore', 'florist', 'locker_room', 'inside_bus', 'subway', 'fastfood_restaurant', 'auditorium', 'studiomusic', 'airport_inside', 'pantry', 'restaurant_kitchen', 'casino', 'movietheater', 'kitchen', 'waitingroom', 'artstudio', 'toystore'… See the full description on the dataset page: https://huggingface.co/datasets/keremberke/indoor-scene-classification.IIIT-INDIC-HW-WORDS-Hindi
IIIT-INDIC-HW-WORDS-Hindi
Dataset containing images of hand written words in Devanagari by various humans and the corresponding text of those images.
Overview
The dataset, originally developed by the Centre for Visual Information Technology (CVIT) at IIIT Hyderabad, has been transformed into Parquet format to facilitate its use in modern machine learning workflows. This dataset primarily targets recognition of handwritten Hindi words and aims to advance research and… See the full description on the dataset page: https://huggingface.co/datasets/c3rl/IIIT-INDIC-HW-WORDS-Hindi.indian-foods-dataset
Dataset Card for Indian Foods Dataset
Dataset Summary
This is a multi-category(multi-class classification) related Indian food dataset showcasing The-massive-Indian-Food-Dataset.
This card has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
English
Dataset Structure
{
"image": "Image(decode=True, id=None)",
"target": "ClassLabel(names=['biryani', 'cholebhature'… See the full description on the dataset page: https://huggingface.co/datasets/bharat-raghunathan/indian-foods-dataset.indian-traditional-artificial-jewellery
Traditional and Handmade Indian Jewellery Dataset
This dataset contains a comprehensive collection of traditional and handmade Indian jewelry, sourced from various e-commerce platforms and manufacturer websites. It provides a rich set of attributes for each jewelry piece, making it a valuable resource for various data analysis, machine learning, and market research tasks.
Dataset Overview
This dataset is designed to provide detailed information about Indian… See the full description on the dataset page: https://huggingface.co/datasets/manidhardevu/indian-traditional-artificial-jewellery.IndoorOutdoorNet-20K
IndoorOutdoorNet-20K
IndoorOutdoorNet-20K is a labeled image dataset designed for the task of image classification, particularly focused on distinguishing between indoor and outdoor scenes. The dataset is publicly available on Hugging Face Datasets and is useful for scene understanding, transfer learning, and model benchmarking.
Dataset Summary
Task: Image Classification
Modalities: Image
Labels: Indoor, Outdoor (2 classes)
Total Images: 19,998
Split: Train (100%)… See the full description on the dataset page: https://huggingface.co/datasets/prithivMLmods/IndoorOutdoorNet-20K.indian-driving-license-dataset
Synthetic Indian Driving License Image Dataset
Overview
This dataset contains 30 synthetic images of Indian driving licenses generated using the Z-Image-Turbo diffusion model. The images cover a wide range of Indian states/UTs, document formats, lighting conditions, angles, and wear states — designed for training and evaluating document analysis, OCR, and classification models.
Dataset Structure
indian-dl-dataset/
├── README.md
├── metadata.json… See the full description on the dataset page: https://huggingface.co/datasets/NIDHISH1980/indian-driving-license-dataset.indian_food_imagesSource of dataset: Kaggle
This Dataset contains different images of food in 20 different classes. Some of the classes are of Indian food. All the images are extracted from google. Images per classes are little so Data augmentation and transfer learning will be best suited here.
Classes of the model: "burger", "butter_naan", "chai", "chapati", "chole_bhature", "dal_makhani", "dhokla", "fried_rice", "idli", "jalebi", "kaathi_rolls", "kadai_paneer", "kulfi", "masala_dosa", "momos", "paani_puri"… See the full description on the dataset page: https://huggingface.co/datasets/rajistics/indian_food_images.Indian-plant-leaves-species
Indian Plant Leaves Species
Dataset Summary
This dataset consists of 592 high-resolution images of leaves from 12 different plant species. All images were captured using a mobile phone camera under natural lighting conditions. The dataset is intended for use in plant species classification, leaf recognition, and related computer vision tasks.
Supported Tasks and Leaderboards
Image Classification
Species Recognition
Transfer Learning for Plant Identification… See the full description on the dataset page: https://huggingface.co/datasets/avaishnav/Indian-plant-leaves-species.rice_leaf_disease_classification_india
Rice Leaf Disease Classification India
A dataset for disease classification of rice leaves. The dataset contains 5,932 images across 4 classes: Bacterialblight, Blast, Brownspot, Tungro.Images per class:
Bacterialblight: 1,584
Blast: 1,440
Brownspot: 1,600
Tungro: 1,308
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@article{sethy2020deep,
title={Deep feature based rice leaf disease identification using… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/rice_leaf_disease_classification_india.indian_dance_formsThis dataset is taken from https://www.kaggle.com/datasets/aditya48/indian-dance-form-classification but is originally from the Hackerearth deep learning contest of identifying Indian dance forms. All the credits of dataset goes to them.
Content
The dataset consists of 599 images belonging to 8 categories, namely manipuri, bharatanatyam, odissi, kathakali, kathak, sattriya, kuchipudi, and mohiniyattam. The original dataset was quite unstructured and all the images were put together.… See the full description on the dataset page: https://huggingface.co/datasets/tanmaykm/indian_dance_forms.individuality-of-handwriting
Individuality Of Handwriting (CEDAR)
Abstract
Motivated by several rulings in United States courts concerning expert testimony in general, and handwriting testimony in particular, we undertook a study to objectively validate the hypothesis that handwriting is individual.
Handwriting samples of 1,500 individuals, representative of the U.S. population with respect to gender, age, ethnic groups, etc., were obtained.
Analyzing differences in handwriting was done by… See the full description on the dataset page: https://huggingface.co/datasets/1aurent/individuality-of-handwriting.indian-foods-dataset
Dataset Card for Indian Foods Dataset
Dataset Summary
This is a multi-category(multi-class classification) related Indian food dataset showcasing The-massive-Indian-Food-Dataset.
This card has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
English
Dataset Structure
{
"image": "Image(decode=True, id=None)",
"target": "ClassLabel(names=['biryani'… See the full description on the dataset page: https://huggingface.co/datasets/shardulkamde/indian-foods-dataset.indonesian-gambling-multimodal-dataset
Indonesian Online Gambling Promotion Multimodal Dataset
This dataset is intended for machine learning research on detecting and filtering online gambling promotions on Indonesian social media. It is a research artifact for content moderation and harmful content detection, not a gambling website or promotional resource.
Research Context
This dataset is created for academic research in harmful content detection and multimodal machine learning. It is intended to… See the full description on the dataset page: https://huggingface.co/datasets/0xRafie/indonesian-gambling-multimodal-dataset.Stairs_Image_Dataset_Parts_of_House_Indoor
Stairs Image Dataset — Parts of House Indoor (Sample)
⚠️ This is a free sample subset (100 images) for evaluation purposes only.The full dataset (3,000+ HD images) is available for commercial licensing.Contact: sales@datacluster.ai · datacluster.ai
Dataset Summary
This dataset is an extremely challenging collection of original stair images, crowdsourced from over 500 urban and rural areas. Every image is manually reviewed and verified by computer vision… See the full description on the dataset page: https://huggingface.co/datasets/Dataclusterlabspvtltd/Stairs_Image_Dataset_Parts_of_House_Indoor.INDOMEME
INDOMEME
INDOMEME is a multimodal dataset of Indonesian memes collected from Facebook, annotated for hate speech detection and content appropriateness classification. Each meme is enriched with OCR-extracted text and LLM-generated captions to support multimodal analysis.
Dataset Columns
Column
Description
image
Meme image
image_path
Original filename of the meme image
hate_final
Hatefulness label: hate or not hate
appropriate_final
Appropriateness… See the full description on the dataset page: https://huggingface.co/datasets/aiatums/INDOMEME.gemini-2.5-vs-pro-realism-ai-perception
Gemini 2.5 Flash vs Gemini 3 Pro: Photorealism Comparaison
The dataset quantifies how much better Google's newest image model, Gemini 3 Pro Image, is at generating photorealistic images compared to Gemini 2.5 Flash Image.
This text-to-image benchmark dataset contains 6428 human judgments from annotators across 50+ countries, collected in under 20 minutes using the Rapidata Python API, accessible to anyone and ideal for small to large scale evaluation.
Overview
30… See the full description on the dataset page: https://huggingface.co/datasets/indomar/gemini-2.5-vs-pro-realism-ai-perception.index-cards-harvard-botany-metropolitan-flora
Card File of the Flora of the Metropolitan Parks (Harvard Botany Libraries, 1894–1895)
4,574 botanical specimen index cards from the Harvard University Botany
Libraries' Card File of the Flora of the Metropolitan Parks, 1894–1895 (bulk),
compiled by Walter Deane (1848–1930). Records flora of the Metropolitan Park
system around Boston — Middlesex Fells Reservation, Blue Hills, Norfolk County,
and adjacent areas — with one card per specimen entry: species, locality,
collection date… See the full description on the dataset page: https://huggingface.co/datasets/biglam/index-cards-harvard-botany-metropolitan-flora.pomegranate_disease_classification_india
Pomegranate Disease Classification India
A dataset for disease classification of Pomegranate fruits. The dataset contains 5,099 images across 5 classes: Alternaria, Anthracnose, Bacterial_Blight, Cercospora, Healthy.Images per class:
Alternaria: 886
Anthracnose: 1,166
Bacterial_Blight: 966
Cercospora: 631
Healthy: 1,450
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
Citation
@article{pakruddin2024comprehensive… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/pomegranate_disease_classification_india.index-cards-cas-galapagos-stewart-specimens
Alban Stewart's Galápagos Expedition Specimen Cards (CAS Archives, 1905–1906)
1,059 specimen index cards from the California Academy of Sciences Archives,
documenting Alban Stewart's botanical specimens collected on the 1905–1906
California Academy of Sciences Galápagos Expedition. One card per specimen with
species, locality on the islands, collection date and field notes; companion to
Stewart's expedition journal.
Harvested from the 6 IA items
csfa788562626 +
csfa788562626Alpha +… See the full description on the dataset page: https://huggingface.co/datasets/biglam/index-cards-cas-galapagos-stewart-specimens.enhanced-indian-food-classification
Enhanced Indian Food Classification Dataset
A comprehensive dataset for Indian food classification with 15,404 images across 43 classes.
Dataset Structure
dataset/
├── train/ # Training images
├── validation/ # Validation images
└── test/ # Test images
Usage
from datasets import load_dataset
# Load dataset
dataset = load_dataset("SohlHealth/enhanced-indian-food-classification")
# Access splits
train_data = dataset['train']
val_data… See the full description on the dataset page: https://huggingface.co/datasets/SohlHealth/enhanced-indian-food-classification.index-cards-parisian-parliamentarians
Parisian Parliamentarians — Scholarly Prosopography Index Cards
26 index cards (across 5 letter-range items A–D · E–H · J–O · P–R · S–Z) from
the parisianparliamentarians scholarly archive on the Internet Archive — a
prosopographical card index of Parisian parliamentary figures, originally compiled
as a research finding aid.
Each row pairs the full-resolution card scan with the Internet Archive's ABBYY OCR
text and full provenance back to the source IA item.
Source &… See the full description on the dataset page: https://huggingface.co/datasets/biglam/index-cards-parisian-parliamentarians.index-cards-peabody-newspaper
Peabody Newspaper Index Cards (Peabody Institute Library, MA)
3,694 typewritten index cards from the Peabody Institute Library — Sutton
Room Local History Resource Center (Peabody, Massachusetts), indexing people,
events, and news in South Danvers / Peabody as recorded in local newspapers.
The information was typed onto cards over decades by library staff as the local
newspaper-of-record archive's principal finding aid.
Plus a companion "Poor Family" genealogy index from the same… See the full description on the dataset page: https://huggingface.co/datasets/biglam/index-cards-peabody-newspaper.global-road-sign-index
Outerview Global Road Signs Index
A large-scale geospatial index of road signs and traffic signage with latitude and longitude.
This dataset is part of Outerview’s mission to organize the world’s physical infrastructure and make it searchable, measurable, and continuously updated.
🌍 Overview
Feature: Road signs and traffic signage
Scope: Global
Entries: 15,000
Total Index: Millions of locations (full system)
Formats: Parquet / CSV / GeoJSON
This index… See the full description on the dataset page: https://huggingface.co/datasets/Outerview/global-road-sign-index.global-trash-and-debris-index
Outerview Global Trash & Debris Dataset
A large-scale geospatial dataset of trash, litter, and environmental debris with latitude and longitude.
This dataset is part of Outerview’s mission to organize the world’s physical environment and make it searchable, measurable, and actionable.
🌍 Overview
Feature: Trash, litter, and debris
Scope: Global
Entries: 30,000
Total Dataset: Millions of locations (full dataset)
Formats: Parquet / CSV / GeoJSON
This… See the full description on the dataset page: https://huggingface.co/datasets/Outerview/global-trash-and-debris-index.index-card-blank-content
Index-card blank / content / divider classifier — dataset
Cropped single archival index cards labelled blank, content, or divider, for
training a tiny CPU pre-filter that skips blank/divider cards before expensive VLM metadata
extraction in card-catalogue digitisation pipelines.
Two collections: Boston Public Library (BPL) FRC shelf-list cards and National Library
of Scotland (NLS) Advocates Library cards. Styles differ, so evaluate per collection.
How it was made… See the full description on the dataset page: https://huggingface.co/datasets/small-models-for-glam/index-card-blank-content.Net.a.Porter.Product.prices.India
Net-a-Porter web scraped data
About the website
In the Asia Pacific region, particularly India, retail industries are witnessing a significant digital transformation. The Ecommerce industry is particularly flourishing, revolutionised by advanced technology, the proliferation of smartphones, and improved internet infrastructure. The online fashion retail sector is a key player in this surge, making a strong foothold in the world of Ecommerce. Net-a-Porter, a premier luxury… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Net.a.Porter.Product.prices.India.