datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
british-library-book-images
British Library Book Images
1,080,814 images cut out of 49,455 digitised books (65,227 volumes, ~25 million pages) published
between c. 1510 and c. 1900, digitised by the British Library in partnership
with Microsoft and released by British Library Labs
on Flickr Commons as the "1 Million Images from Scanned Books" release. The books cover geography,
philosophy, history, poetry and literature, in several languages.
The four image types
British Library Labs… See the full description on the dataset page: https://huggingface.co/datasets/biglam/british-library-book-images.google-streetview-images-by-country
Dataset Card for google streetview images by country
⚠️ There are still images that should be deleted, such as those with tags or those that didn't load correctly.
Dataset Structure
folder with the individual countries
images have the creation date and the map name in the file name.
Dataset Card Contact
use the community section
images per country
british-library-book-images
British Library Book Images
1,080,814 images cut out of 49,455 digitised books (65,227 volumes, ~25 million pages) published
between c. 1510 and c. 1900, digitised by the British Library in partnership
with Microsoft and released by British Library Labs
on Flickr Commons as the "1 Million Images from Scanned Books" release. The books cover geography,
philosophy, history, poetry and literature, in several languages.
The four image types
British Library Labs… See the full description on the dataset page: https://huggingface.co/datasets/Faizaniqbal/british-library-book-images.civitai-top-nsfw-images-with-metadata
CivitAI Top NSFW Images Dataset
This dataset contains 6k+ top NSFW images from CivitAI filtered using top reactions. The dataset contains prompt & nsfw level metadata in prompts.json file. The nsfw levels are: Soft, Mature & X.
Original forum post:
https://diffused.to/Thread-CivitAI-Top-NSFW-Images-Dataset-6k-images
Dataset collection date
June 2025
Dataset structure:
├── 📂 images/
│ ├── 1.jpg
│ ├── 2.jpg
│ ├── 3.jpg
│ ├── ....
├──… See the full description on the dataset page: https://huggingface.co/datasets/wallstoneai/civitai-top-nsfw-images-with-metadata.scanned-images-dataset-for-ocr-and-vlm-finetuning
Dataset Card for scanned_images_dataset
This is a FiftyOne dataset containing 3,482 scanned document images across 10 diverse document categories. Designed for OCR training and Vision-Language Model (VLM) fine-tuning, this dataset features real-world scanned documents with varied layouts, scanning quality, and document types.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
from… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/scanned-images-dataset-for-ocr-and-vlm-finetuning.Garbage_Bin_overflow_images
Garbage Bin Overflow Images Dataset
This dataset contains real-world images of overflowing garbage bins, compiled from the Roboflow Universe dataset by Mariswary Deepak.
Details
Total Images: 1974
Format: Flat folder containing Garbage_Bin_overflow_xxxxx.jpg
Use Case: Training object detection and classification models to identify overflowing trash cans and public waste management issues.
reefnet_species_images
ReefNet Species Images
Full-resolution coral reef images with species-level annotations from the
ReefNet dataset.
Dataset Description
This dataset contains 51,080 images from 54 CoralNet sources
with 365,030 annotation patches across 245 species.
Each annotation in metadata.parquet specifies a patch center (Row, Column)
within a full-resolution image. Crop a 224×224 patch centered at these coordinates
for classification tasks.
Splits
The curated… See the full description on the dataset page: https://huggingface.co/datasets/TsinghuaCorals/reefnet_species_images.real-fake-ai-generated-art-images
🎨 Real and Fake (AI-Generated) Art Images Dataset
21,642 balanced images — 10,821 real artworks and 10,821 AI-generated
images — for training models to distinguish authentic art from GAN-generated fakes.
🧭 Overview
This dataset is part of the FauxFinder project, designed to build
advanced models capable of distinguishing between authentic artworks
and AI-generated images. Ideal for binary classification, GAN research,
and computer vision benchmarking.… See the full description on the dataset page: https://huggingface.co/datasets/hmnshudhmn24/real-fake-ai-generated-art-images.human-style-preferences-images
Rapidata Image Generation Preference Dataset
This dataset was collected in ~4 Days using the Rapidata Python API, accessible to anyone and ideal for large scale data annotation.
Explore our latest model rankings on our website.
If you get value from this dataset and would like to see more in the future, please consider liking it.
Overview
One of the largest human preference datasets for text-to-image models, this release contains over 1,200,000 human preference… See the full description on the dataset page: https://huggingface.co/datasets/Rapidata/human-style-preferences-images.lamoda-fashion-product-images
High-Resolution Fashion Product Images
This dataset is a highly optimized, high-resolution subset of the popular Fashion Product Images Dataset originally hosted on Kaggle.
It contains thousands of unique e-commerce fashion products, combining high-resolution product images with multiple descriptive label attributes.
All low-resolution thumbnails and anomalies have been aggressively filtered out. Every image in this dataset has a minimum resolution of 640px on its shortest… See the full description on the dataset page: https://huggingface.co/datasets/PestoRosso/lamoda-fashion-product-images.aircraft-images
Dataset Card for High-Resolution Aircraft Images
Dataset Summary
This dataset contains 165,340 high-resolution aircraft images collected from the internet, along with machine-generated captions. The captions were generated using Gemini Flash 1.5 AI model and are stored in separate text files matching the image filenames.
Languages
The dataset is monolingual:
English (en): All image captions are in English
Dataset Structure
Data Files
The… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/aircraft-images.Raw-Mix-Mechanical-LCD-Utility-Meter-Display-Images
🔢 Mix Utility Meters — Raw Utility Meter Images (Mechanical + LCD/LED)
Unannotated · Real-World Field Conditions · CV-Ready
A universal dataset for teams building meter-reading recognition systems (water, gas, electricity) that need to work equally well on legacy mechanical dials and modern digital LCD/LED displays — without maintaining two separate models or pipelines.
What's Inside
Genuine (non-synthetic) meter images from dozens of European manufacturers —… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-Mix-Mechanical-LCD-Utility-Meter-Display-Images.Raw-LCD-Utility-Meter-Dial-and-Serial-Number-Images
Dual-Target Digital LCD Utility Meter Images — Sample Preview
This preview showcases 50 sample images from our full-scale dataset Images_electro_scor_ser_v1_2026 — a collection of 2,290 high-resolution, real-world images of utility meters featuring both electronic (LCD/LED) displays and their manufacturer serial barcodes.
Dataset Details
Built for Computer Vision teams training automated meter-reading systems, this dataset goes beyond generic data by capturing the… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-LCD-Utility-Meter-Dial-and-Serial-Number-Images.Crop_Disease_Images
Crop Disease Expert Annotations
1,026 expert annotations over 989 crop photographs, covering pests, diseases and nutrient deficiencies across 74 crop types. The images are included in this repository.
Every image is a photo taken by a smallholder farmer on their own plot and sent to Farmer.Chat, an AI advisory service run by Digital Green. Agronomists then reviewed each photo on Digital Green's annotation platform. Nothing here is scraped, staged, or lab-photographed.… See the full description on the dataset page: https://huggingface.co/datasets/DigiGreen/Crop_Disease_Images.Raw-Mechanical-Utility-Meter-Dial-and-Serial-Number-Images
Raw Mechanical Utility Meter Dial & Serial Number Images (Preview Set – 50 Images)
Dual-Target Real-World Meter Photos for Computer Vision & OCR Training
Billions of legacy mechanical utility meters are still running worldwide, and teaching a model to read spinning analog dials alongside engraved serial numbers requires serious visual diversity. This preview release gives you 50 free sample images pulled from our full 9,299-image mechanical meter collection, so you can evaluate… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-Mechanical-Utility-Meter-Dial-and-Serial-Number-Images.frontier-synthetic-images-2026
Frontier Synthetic Images — Deduplicated Research Corpus
This is a training-only corpus of 40,290 exact-deduplicated AI-generated images from recent and frontier generators. It normalizes four provenance-pinned sources into one row-per-image schema for image-forensics research. It is not an evaluation benchmark and should not be used to report detector accuracy after training on it.
Sources and licensing
Qwen/Qwen-Image-Bench at… See the full description on the dataset page: https://huggingface.co/datasets/Thermostatic/frontier-synthetic-images-2026.truck-images
Truck Detection and Counting Dataset
This repository contains multiple computer vision datasets for truck detection, counting, and classification.
1. Raw Truck Images (Root folder)
Number of images: 466
Format: Unannotated images (JPEG/PNG)
License: CC BY 4.0
2. Truck Counting Dataset
Number of images: 1769
Format: YOLOv8 format (images, labels, and data.yaml)
Location: truck_counting_yolov8/ folder
License: CC BY 4.0 (Roboflow export)
3. Trucks… See the full description on the dataset page: https://huggingface.co/datasets/shravya11/truck-images.detection-images
Hassan881/detection-images
Staging dataset for Berhan XAI (BurhanXAI) AI-generated / edited-media detection.
Field
Value
Training contract
v0.3.0 (firefly top-up applied; 6/6 M2 providers)
Held-out eval (M2)
v0.3.0-eval
Held-out eval (legacy)
v0.2.1-eval
Status
published
Classes
real, ai_generated, ai_edited
Seed
42
from datasets import load_dataset
ds = load_dataset("Hassan881/detection-images", name="v0.3.0")
ev =… See the full description on the dataset page: https://huggingface.co/datasets/Hassan881/detection-images.Raw-LCD-Utility-Meter-Display-Images
Digital Utility Meter Displays (LCD/LED) — 50-Image Preview
This is a 50-image preview from a larger collection of 5,590 real-world photos of digital (LCD/LED) utility meter displays — electricity, heat, water, and gas meters — sourced from over 30 European manufacturers.
Dataset Details
Every image captures genuine field conditions:
Glass glare and reflection washout
Low-contrast segments in dim light
Sharp perspective angles
Partially faded digits
This… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-LCD-Utility-Meter-Display-Images.ROBIN-ImagesGT-Merged-Flanora-AI-v1
Flanora AI/ROBIN-ImagesGT-Merged-Flanora-AI-v1
ROBIN-ImagesGT-Merged-Flanora-AI-v1 is a curated collection of 622 floor-plan images created by merging floor-plan data from the ROBIN dataset and the CVC-FP / ImagesGT dataset.
The dataset is organized into six bedroom-count categories: 0 bedroom, 1 bedroom, 2 bedroom, 3 bedroom, 4 bedroom, and 5 bedroom.
The dataset contains the original, unprocessed floor-plan images. No image preprocessing or transformation was applied to the… See the full description on the dataset page: https://huggingface.co/datasets/BJyotibrat/ROBIN-ImagesGT-Merged-Flanora-AI-v1.car-images
Dataset Card for Car Images Dataset
Dataset Description
This dataset contains a collection of car images designed to support tasks such as image classification, car detection, and autonomous driving research. The images feature cars in various settings, including streets and other environments, captured to provide diverse training data for computer vision models.
The dataset aims to enable the development and benchmarking of models that can:
Identify… See the full description on the dataset page: https://huggingface.co/datasets/saifurrehman1234567/car-images.grocery-images-5class
grocery-images-5class
1,340 photographs across five grocery classes, collected for a university
machine-learning course project: an image classifier whose predictions chain
into a grocery text-classification pipeline.
class
images
apple
300
banana
260
bread_roll
260
cheese
260
tomato
260
Collection and labelling
Images were gathered through the Pexels API in April 2026 and hand-labelled
with a custom keyboard-driven dashboard; every… See the full description on the dataset page: https://huggingface.co/datasets/Primusvandalus/grocery-images-5class.Raw-Mix-Mechanical-LCD-Meter-Dial-and-Serial-Number-Images
Ultimate Mix: Mechanical + LCD/LED Utility Meter Images (Preview Set – 50 Images)
50 real-world images free — full 11,589-image dataset available via UtilityMeters.ai
Train a single, universal detection model that works across legacy mechanical dials and modern LCD/LED smart meters — no separate pipelines needed.
This free sample gives you 50 unannotated, high-fidelity raw images pulled directly from our full 11,589-image "Ultimate Mix" collection, covering electricity, water… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-Mix-Mechanical-LCD-Meter-Dial-and-Serial-Number-Images.SCIN-Dermatology-Raw-Images
SCIN-Dermatology-Raw-Images
This dataset contains 6,517 patient-submitted photographs organized into 3,061 clinical cases of common skin diseases. The source images are curated from the public Google Skin Condition Image Network (SCIN) corpus, cleansed of quality and gradability conflicts, and paired with complete patient-reported demographics, clinical symptoms, and dermatologist gradings.
Dataset Structure
This repository follows the standard Hugging Face… See the full description on the dataset page: https://huggingface.co/datasets/HawkFranklin-Research/SCIN-Dermatology-Raw-Images.random_streetview_images_pano_v0.0.2
Dataset Card for panoramic street view images (v.0.0.2)
Dataset Summary
The random streetview images dataset are labeled, panoramic images scraped from randomstreetview.com. Each image shows a location
accessible by Google Streetview that has been roughly combined to provide ~360 degree view of a single location. The dataset was designed with the intent to geolocate an image purely based on its visual content.
Supported Tasks and Leaderboards
None as of now!… See the full description on the dataset page: https://huggingface.co/datasets/stochastic/random_streetview_images_pano_v0.0.2.ai-generated-ecommerce-images
AI-Generated E-Commerce Images
Overview
This dataset contains 6,031 AI-generated images depicting common e-commerce
after-sales scenarios across 12 categories. The dataset also ships with
companion annotations (annotations_ai.jsonl) describing each image in
chat-completion format.
Dataset Structure
Category
Description
damaged_electronics
Damaged electronics (keyboards, laptops, headphones, etc.)
damaged_phone_screen
Smartphones with cracked or… See the full description on the dataset page: https://huggingface.co/datasets/JoyCN/ai-generated-ecommerce-images.breast-histopathology-images
Dataset Card for Breast Histopathology Images
Dataset Overview
Breast Histopathology Images is a dataset containing high-resolution images of breast cancer specimens, specifically focusing on Invasive Ductal Carcinoma (IDC). The dataset is used for developing models to automatically detect and grade the aggressiveness of breast cancer based on histopathological images.
Context
Invasive Ductal Carcinoma (IDC) is the most common subtype of breast cancer.… See the full description on the dataset page: https://huggingface.co/datasets/dbzadnen/breast-histopathology-images.20K_real_and_deepfake_images_PCAThis dataset contains the test images used to evaluate our deepfake detection framework. It originally contained 20,000 real and deepfake images, but as some 2600 files are protected by the UK Crown and we do not have a permission to reproduced them, so these files were removed.
Our framework contains 4 machine learning models, which feed in the original images, error-level analysis (ELA) images, noise analysis (NA) images and Principal Component Analysis (PCA) images.
The models were created… See the full description on the dataset page: https://huggingface.co/datasets/ts0pwo/20K_real_and_deepfake_images_PCA.ipo-images
SEC IPO Filing Image Dataset
A large-scale, labeled dataset of 76,000+ images extracted from U.S. IPO registration statements (S-1 and F-1 filings) filed with the SEC EDGAR system, spanning 1994–2026.
Every image has been classified through a multi-stage pipeline: initial detection with YOLOv8, followed by verification from an ensemble of 8 Vision-Language Models (VLMs). Chart images include additional structured metadata describing chart type, visual properties, and content.… See the full description on the dataset page: https://huggingface.co/datasets/gtfintechlab/ipo-images.klingai-images
KlingAI Image
This dataset contains 3791 image samples extracted from the nyuuzyou/klingai dataset.
Dataset Structure
Media files: image files in images/ directory
Metadata: image_metadata.parquet contains all metadata including:
Original resource URLs
Dimensions (width, height)
Duration (for videos)
All other fields from the source dataset
Source
Original dataset: nyuuzyou/klingai
Processed and uploaded by the bitmind team for use in media generation… See the full description on the dataset page: https://huggingface.co/datasets/bitmind/klingai-images.