datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
raw2event
Raw2Event
A paired raw / RGB / real-event dataset built on the CIFAR-10 image classes.
Overview
Raw2Event is a paired raw/RGB/real-event dataset and frame-to-event simulator benchmark built on the CIFAR-10 image classes. The dataset was captured by displaying CIFAR-10 samples on a screen while a Raspberry Pi Camera Module 3, recording both Bayer raw and ISP-RGB video, and a DAVIS346 event camera, mounted on a Dobot robotic arm, followed a fixed circular trajectory… See the full description on the dataset page: https://huggingface.co/datasets/raw2event/raw2event.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.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.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.SFHQ-VirtualID-Raw
SFHQ-VirtualID-Raw Dataset Card
Summary
SFHQ-VirtualID-Raw is a synthetic, identity-conditioned portrait dataset
of 750 synthetic identities — 75,000 full-resolution 1024×1024 portraits
(100 per identity). It is the max-size reference companion to the
SFHQ-VirtualID-Bench benchmark: no splits, no quality trim, no forget
protocol. Consumers construct their own train/holdout partitions.
The dataset is generated with InstantID + Juggernaut-XL-v9 + ControlNet from… See the full description on the dataset page: https://huggingface.co/datasets/FaizPalwala/SFHQ-VirtualID-Raw.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.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.glaucoma-expert-cot-raw-1077
Glaucoma Expert Chain-of-Thought
Ophthalmologist six-step reasoning reports for fundus photographs, each paired with
a binary glaucoma label. 1,074 cases from LAG and Papila.
Files
file
rows
split
expert_cot_trainval.jsonl
915
train (823) + val (92)
expert_cot_test.jsonl
159
test
images/
1,074
<source>_<id>.jpg
Record schema
{
"id": "1689",
"source": "LAG",
"image": "LAG_1689.jpg",
"split": "train"… See the full description on the dataset page: https://huggingface.co/datasets/yuzhench/glaucoma-expert-cot-raw-1077.BrainAge-Golden-Raw
BrainAge Golden Raw MRI Dataset
Curated collection of 6,152 healthy-brain T1-weighted MRI scans spanning
ages 0–86 years, assembled from 12 public neuroimaging datasets.
Splits
Split
Subjects
Age range
Size
Golden-0-to-25/
4,782
0 – 25 y
~42 GB
Golden-25plus/
1,370
25 – 86 y
~13 GB
Source datasets
BCP, Calgary, ds002726, ds000248, PTBP, IXI, MPI-Leipzig,
AOMIC-ID1000, NKI-Rockland, ABIDE-I, ABIDE-II, ADHD-200.
File… See the full description on the dataset page: https://huggingface.co/datasets/zareenz741/BrainAge-Golden-Raw.spl-raw-dataraw_instinctThis dataset is from the paper "Raw Instinct: Trust Your Classifiers and Skip the Conversion" (also on arXiV: https://arxiv.org/abs/2403.14439)
It is also available on Kaggle: https://www.kaggle.com/datasets/mathiasviborg/raw-instinct
This dataset is meant to compare RAW and RGB inputs to deep learning classifiers.
All images are of grains of different rice, and one class has its own folder with training, validation and test data.
RAW files come in 40x40 16-bit .npy files, RGB files come in… See the full description on the dataset page: https://huggingface.co/datasets/vapaau/raw_instinct.plantvillage-raw-color-7f7ecc7
PlantVillage Raw Color 7f7ecc7 Coursework Mirror
This repository is a coursework mirror of the original PlantVillage GitHub raw/color subset at pinned revision 7f7ecc7.
Contents
plantvillage_raw_color_7f7ecc7.zip: original raw/color images plus leaf_grouping/leaf-map.json;
image_sha256_manifest.csv: per-image SHA256 manifest;
source_manifest.json: source and subset description;
archive_sha256.txt: SHA256 of the uploaded zip archive.
Source
Primary source:… See the full description on the dataset page: https://huggingface.co/datasets/Jackieeeeee/plantvillage-raw-color-7f7ecc7.raw-food-recognition
Merged Raw Food Recognition Dataset
Dataset Description
This dataset is a comprehensive compilation of three publicly available food recognition datasets, merged and curated for raw food recognition tasks. The dataset contains images of various raw food items including fruits, vegetables, dairy products, and beverages, intended for educational purposes and the development of image recognition models.
Purpose
This dataset is created for educational purposes only… See the full description on the dataset page: https://huggingface.co/datasets/ibrahimdaud/raw-food-recognition.Orchid2024_raw
Dataset Card for Orchid2024
The Orchid2024 dataset is a fine-grained classification dataset specifically designed for cultivars of Chinese Cymbidium orchids (Chinese orchids). The dataset's samples come from 20 cities across 12 provincial-level administrative regions in China, covering 1,269 cultivars from 8 Cymbidium species, and 6 additional categories, totaling 156,630 images. The dataset nearly includes all common Chinese orchid cultivars currently found in China. Its… See the full description on the dataset page: https://huggingface.co/datasets/HelloPlant/Orchid2024_raw.crop-burn-detection-raw
Crop Burn Detection — Raw Sentinel-2 (India, 2025)
Paired RGB + SWIR Sentinel-2 satellite image tiles across agricultural districts of northern India, capturing the paddy (Oct–Nov 2025) and wheat (Mar–May 2025) burning seasons. Built to train and benchmark vision models for real-time crop residue burn detection — including models designed to run directly on satellites.
Why We Built This
Every October and November, farmers across Punjab, Haryana, Uttar Pradesh, Rajasthan… See the full description on the dataset page: https://huggingface.co/datasets/munish0838/crop-burn-detection-raw.BrainAge-Golden-Raw
BrainAge Golden Raw MRI Dataset
Curated collection of 6,152 healthy-brain T1-weighted MRI scans spanning
ages 0–86 years, assembled from 12 public neuroimaging datasets.
Splits
Split
Subjects
Age range
Size
Golden-0-to-25/
4,782
0 – 25 y
~42 GB
Golden-25plus/
1,370
25 – 86 y
~13 GB
Source datasets
BCP, Calgary, ds002726, ds000248, PTBP, IXI, MPI-Leipzig,
AOMIC-ID1000, NKI-Rockland, ABIDE-I, ABIDE-II, ADHD-200.
File… See the full description on the dataset page: https://huggingface.co/datasets/bilalahmad176176/BrainAge-Golden-Raw.bangumibase-ws-raw
BangumiBase Deduplicated Dataset
This is the bangumibase anime dataset, including 3464766 images and their 1D-embeddings.
Splits
split
count
train
2771756
test
346648
val
346362
Images
3464766 records in total, size is approx 195 GB.
1100429 images are dropped due to the deduplication.
id
filename
width
height
type
rating
tags
repository
commit_id
chid
created_at
max
min
area
has_face
face_x0
face_y0
face_x1
face_y1
face_width… See the full description on the dataset page: https://huggingface.co/datasets/dghstmp/bangumibase-ws-raw.CVD_Raw_Data
CVD_Raw_Data Dataset Card (简版)
数据集标识
Hub Repo: JJJensen/CVD_Raw_Data
维护仓库: CVD_AI_System
最后更新: 2026-05-11
数据内容
03_Raw_Data/: 原始显微图像（按 EXP_YYYYMMDD/实验编号/倍镜/图片 组织）
00_Database/01_Master_Table.csv: 实验主表（含图像统计与工艺参数）
00_Database/temp_curves/: 温控曲线 CSV / 可视化图 / Review 记录
结构说明
主表曲线字段统一为 Temp_Profile_ID
Temp_Profile_ID 对应 00_Database/temp_curves/TP_###.csv
历史字段 Curve_ID 已从主表移除，不再作为新流程字段
Update Log
2026-05-11: 同步… See the full description on the dataset page: https://huggingface.co/datasets/JJJensen/CVD_Raw_Data.