datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
TreeOfLife-200M-Embeddings
TreeOfLife-200M Embeddings
Pre-computed image embeddings for all images from the TreeOfLife-200M dataset (revision 94bbc0b), sorted by taxonomic hierarchy for efficient filtered access.
This repository hosts embedding configs for TreeOfLife-200M. Each config corresponds to a different embedding model and/or precision. Currently available: BioCLIP 2 (float16) and BioCLIP 2.5 Huge (float16, L2-normalized). Additional configs will be added as new embeddings are generated.
We… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/TreeOfLife-200M-Embeddings.XL_PDXL_Embeddings
SDXL & PDXL Embeddings
Most of these are already on Civitai, and are made with embedding merge. We've converted as many as possible to safetensors and uploaded.
About & Links
About Us
We are the Duskfall Portal Crew, a DID system with over 300 alters, navigating life with DID, ADHD, Autism, and CPTSD. We believe in AI’s potential to break down barriers and enhance mental health, despite its challenges. Join us on our creative journey exploring identity and… See the full description on the dataset page: https://huggingface.co/datasets/EarthnDusk/XL_PDXL_Embeddings.big-animal-dataset-high-res-embedding-with-hidden-states
Dataset Card for "big-animal-dataset-high-res-embedding-with-hidden-states"
More Information needed
WSI_Embedding
WSI_Embedding
Patch and slide embeddings for whole-slide images, plus the run records used to produce them.
Original WSIs are not in this repo. They stay on HPC / the source dataset remotes. Do not expect .svs / .tif here.
Repo: thanminh01/WSI_Embedding
Top-level layout
Path
What it is
Download when
embeddings/<dataset>/<model>/<mag>x_<patch>px_<overlap>px_overlap/
Encoder tensors (.h5 / .pt / WSI-LLaVA json) and per-model TRIDENT _config_ / _logs_
You… See the full description on the dataset page: https://huggingface.co/datasets/thanminh01/WSI_Embedding.experiment-speaker-embeddingEmbeddings_SD15
Positive & Negative TI/Embeddings for Stable Diffusion
Embeddings and Textual Inversions we've made LARGELY using Embedding Merge for Automatic1111, be aware IF A FILE causes you a SINGLETON/TENSOR MUST MACH just yeet it and try another.
About & Sponsored
Want to see more? We're starting to release EXCLUSIVE Content via our patreon: https://patreon.com/earthndusk
"WE"? - We have Dissociative identity disorder, ADHD, Autism and CPTSD - "WE" as in we're a system of over 200… See the full description on the dataset page: https://huggingface.co/datasets/EarthnDusk/Embeddings_SD15.road-images-and-embeddings
Norwegian Road Images with Embeddings (Trondheim Area)
A dataset of 34,908 road images from the Trondheim region of Norway (~40km radius), captured by Statens vegvesen (Norwegian Public Roads Administration) in 2025. Each image is paired with rich geospatial metadata, nearest address information, and a 3072-dimensional image embedding from Google's gemini-embedding-2-preview model.
Dataset Structure
Each example contains:
Field
Type
Description
image
Image… See the full description on the dataset page: https://huggingface.co/datasets/thomasht86/road-images-and-embeddings.platonic-embeddingsDatacomp-10m-embeddingwolt-food-clip-ViT-B-32-embeddings
wolt-food-clip-ViT-B-32-embeddings
Qdrant's Food Discovery demo relies on the dataset of food images from the Wolt
app. Each point in the collection represents a dish with a single image. The image is represented as a vector of 512
float numbers.
Generation process
The embeddings generated with clip-ViT-B-32 model have been generated using the following code snippet:
from PIL import Image
from sentence_transformers import SentenceTransformer
image_path =… See the full description on the dataset page: https://huggingface.co/datasets/Qdrant/wolt-food-clip-ViT-B-32-embeddings.datacomp-small-with-embeddings
Dataset Card for "datacomp-small-with-embeddings"
More Information needed
datacomp-small-with-text-embeddings
Dataset Card for "datacomp-small-with-text-embeddings"
More Information needed
touhou-embeddings-dataset
Touhou Project Dataset (Images + WD-ConvNeXt Features)
[ English ] | 中文
Dataset Description (En)
This dataset contains images of characters from the Touhou Project series, paired with pre-computed feature embeddings and logistic regression classifiers. It is intended for multi-label classification research, linear probing experiments, and character recognition tasks.
Key Features
Embeddings are extracted from the penultimate layer of… See the full description on the dataset page: https://huggingface.co/datasets/Preacher-26/touhou-embeddings-dataset.turkish_clip_dataset_with_text_embeddingsThis dataset cleaned and dowloaded version of following dataset: https://huggingface.co/datasets/visheratin/laion-coco-nllb
The main purpose was to extract Turkish captions and download images.
You can use this dataset to fine-tune or create a clip model.
Since there English and Turkish captions you can also use those to create language model?
Logo-Recognition-ResNet50-TripletNet-Embeddings-Datasetdatacomp-small-with-embeddings-and-cluster-labels
Dataset Card for "datacomp-small-with-embeddings-and-cluster-labels"
More Information needed
Hydra-Embeddings
Hydra 3.5 Image Embeddings (e621)
This dataset contains vector embeddings generated by RedRocket/Hydra 3.5 on over 6.1 million images sourced from e621.
The dataset includes processed images present in the e621 database dump up to 2026-07-06. These embeddings contain no raw content from the original images and are entirely safe for all audiences. Math never hurt anyone.
Dataset Contents
embeds/: The main embeddings stored in msgpack format. Files are sliced by… See the full description on the dataset page: https://huggingface.co/datasets/RedRocket/Hydra-Embeddings.3d-model-images-embeddings
Dataset Card for "3D CAD Models with Preview Images and Embeddings"
This dataset provides approximately 1 million 3D CAD models from the ABC Dataset (Deep Geometry) paired with:
A single rendered preview image
A generated caption
A text embedding
The dataset is designed primarily for large-scale retrieval, representation learning, and multimodal research on CAD geometry.
⚠️ Important:This release contains preview images and embeddings only — not the original CAD geometry… See the full description on the dataset page: https://huggingface.co/datasets/daveferbear/3d-model-images-embeddings.Core-AlphaEarth-Embeddings
Major TOM Core AlphaEarth Embeddings Subset
This is a prototype dataset. It only includes some of the AlphaEarth embeddings stored in Major TOM grid cells.
This dataset is mostly aimed at experimentation and prototyping. It is particularly useful to use it along other datasets published within the Major TOM project.
Content
Field
Type
Description
grid_cell
string
Major TOM cell
year
int
year of the sample
thumbnail
image
3-dimensional PCA… See the full description on the dataset page: https://huggingface.co/datasets/Major-TOM/Core-AlphaEarth-Embeddings.fashion-products-small-align-embeddingsCVPR_2024_Papers_with_Embeddings
Dataset Card for Voxel51/CVPR_2024_Papers
This is a FiftyOne dataset with 2379 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
# Note: other available arguments include 'max_samples', etc
dataset = fouh.load_from_hub("harpreetsahota/CVPR_2024_Papers_with_Embeddings")
# Launch the App
session = fo.launch_app(dataset)… See the full description on the dataset page: https://huggingface.co/datasets/harpreetsahota/CVPR_2024_Papers_with_Embeddings.AGRILLAVA-embeddingsMathVerse_embedding_500local-embeddings-2022
Local Embeddings Dataset
Multi-temporal satellite imagery dataset for phenology embedding training.
Dataset Description
This dataset contains multi-spectral satellite tiles across 6 months (April-September 2022) with 16 bands per tile.
Dataset Structure
local_embeddings/
├── alphaearth_embeddings_tiles_202204/ (263 tiles)
├── alphaearth_embeddings_tiles_202205/ (263 tiles)
├── alphaearth_embeddings_tiles_202206/ (263 tiles)
├──… See the full description on the dataset page: https://huggingface.co/datasets/gabrielireland/local-embeddings-2022.merged_remote_landscapes_v1
Dataset Card for Merged Remote Landscapes dataset
Dataset summary
This is a merged version of following datasets:
torchgeo/ucmerced
NWPU-RESISC45
from datasets import load_dataset
dataset = load_dataset('EmbeddingStudio/merged_remote_landscapes_v1')
Categories
This is a union of categories from original datasets:
agricultural, airplane, airport, baseball diamond, basketball court, beach, bridge, buildings, chaparral, church, circular farmland, cloud… See the full description on the dataset page: https://huggingface.co/datasets/EmbeddingStudio/merged_remote_landscapes_v1.datacomp-small-with-embeddings-ca-filtered
Dataset Card for "datacomp-small-with-embeddings-ca-filtered"
This is the datacomp-small dataset, with CLIP-large-patch14 image embeddings added, as well as CA filtering:
minimum caption complexity of 1
minimum 1 action in the caption
galaxies_embeddings
Embeddings for 🤗 smith42/galaxies
This dataset contains embeddings generated by AstroPTv2.0 🐙.
The embeddings are generated from smith42/galaxies, and can be paired with accompanying metadata from that dataset (the rows are in the same order!).
Check out the github for more docs and info on AstroPT.
amazon-products-with-imagestcga-ucec-embedding
TCGA-UCEC endometrial pathology: page images + ColPali embeddings
Read-only serving assets for an endometrial pathology report review tool,
derived from the public TCGA / GDC endometrial (UCEC) corpus. All source
data is public and de-identified; embeddings come from the open-weight ColPali
model.
Contents
<patient_filename>/page_NNN.png -- rendered report page images at 200 DPI
(545 cases, 1921 pages), one folder per case.
<patient_filename>.npz -- ColPali page… See the full description on the dataset page: https://huggingface.co/datasets/reversely/tcga-ucec-embedding.mtg-scryfall-cropped-art-embeddings-siglip-so400m-patch14-384