Data

Explore popular datasets that you can leverage for your next machine learning project.

iNaturalist (iNat)
Data
Image data
Biology
Ecology
Computer vision
Multimodal learning
Benchmarking
Citizen science
CLIP
Zero-shot learning
iNaturalist (iNat) is one of the largest community-contributed biodiversity datasets, with millions of photos of plants, animals, and fungi submitted by citizen scientists…
Chris Endemann
2025-04-03

INQUIRE
Data
Multimodal data
Computer vision
Retrieval
Zero-shot learning
Benchmarking
Multimodal learning
ViT
LLM
Biology
Ecology
Image data
Hugging Face
INQUIRE is a benchmark for evaluating text-to-image retrieval models on expert-level ecological queries. Built on a 5-million-image subset of iNaturalist 2024 (iNat24), it…
Chris Endemann
2025-03-26

CIFAR Dataset
Data
Image data
Computer vision
Image classification
CNN
CIFAR
CIFAR-10 (Canadian Institute for Advanced Research) is a widely used dataset consisting of 60,000 color images at a resolution of 32×32 pixels, spanning 10 distinct classes…
Aidan O’Brien
2025-03-03

Leaf Vein Dataset (LVD2021)
Data
Image data
Plant phenotyping
Image segmentation
Computer vision
The Leaf Vein Dataset 2021 (LVD2021), introduced in the paper Leaf vein segmentation with self-supervision, contains high-resolution images of leaves with pixel-wise…
Chris Endemann
2024-10-18

Project Gutenberg: Text & Audio Books
Data
Text data
Audio data
Multimodal data
NLP
Text analysis
The Project Gutenberg dataset contains text from thousands of books, spanning a variety of genres and styles, and in some cases, corresponding audiobooks. Researchers and…
Chris Endemann
2024-10-14
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