datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fish_datasets_real_electrodyn_expertsys_twodim_fourierfish-vista
Dataset Card for Fish-Visual Trait Analysis (Fish-Vista)
Note that the '</Use this dataset>' option will only load the CSV files. To download the entire dataset, including all processed images and segmentation annotations, refer to Instructions for downloading dataset and images.
See Example Code to Use the Segmentation Dataset
Figure 1. A schematic representation of the different tasks in Fish-Vista Dataset.
Instructions for downloading dataset… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/fish-vista.fish-food
Goldfish Datasets
These are the training datasets for the Goldfish models, as described in our paper, Goldfish: Monolingual Language Models for 350 Languages (Chang et al., 2026).
Citation
Along with citing the Goldfish paper, if using this dataset, we encourage researchers to cite the individual datasets listed in our paper.
@inproceedings{chang-etal-2026-goldfish,
title={Goldfish: Monolingual Language Models for 350 Languages},
author={Chang, Tyler A. and Arnett… See the full description on the dataset page: https://huggingface.co/datasets/goldfish-models/fish-food.fish_datasets_real_fowlers_expertsys_twodim_fourier_v2fishbase
Dataset Card for FishBase
Snapshots of FishBase data tables used by the rOpenSci package rfishbase and the FishBase API.
Dataset Details
Dataset Description
Curated by: Carl Boettiger
License: CC-BY-NC, FishBase.org Team
Dataset Sources
https://fishbase.org, https://sealifebase.org, via exclusive export of backend MySQL databases.
Uses
Direct Use
This data is provided to facilitate access to… See the full description on the dataset page: https://huggingface.co/datasets/cboettig/fishbase.fisheye8k
FishEye8K: Dataset for Fisheye Camera Object Detection
Authors:
Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Erkhembayar Ganbold, Ming-Ching Chang, Ping-Yang Chen, Byambaa Dorj, Hamad Al Jassmi, Ganzorig Batnasan, Fady Alnajjar, Mohammed Abduljabbar, Fang-Pang Lin, Jun-Wei Hsieh
The dataset consists of 8,000 annotated images with 157K bounding boxes of five object classes. The figure displays sample images from each of the 18 cameras with wide-angle fisheye views. These… See the full description on the dataset page: https://huggingface.co/datasets/hieupth/fisheye8k.Ultimate-Fish-Tablebases
Ultimate Fish endgame tablebases
This gated dataset is the authenticated tablebase catalog used by the
Ultimate Fish engine and its local
tablebase manager. The tables contain exact win/draw/loss and distance-to-win
results for certified Chess Ultimate endgames.
Native rules repair — 2026-09-12
The Checker and Sniper closures and their Jester/Ghost information proofs have
been recomputed for native flying Checker Kings and turn-start threat timing.
All… See the full description on the dataset page: https://huggingface.co/datasets/SanderGi/Ultimate-Fish-Tablebases.fishtest_pgns
PGNs of Stockfish playing LTC games on Fishtest
This is a collection of computer chess games played by the engine
Stockfish on
Fishtest under strict
LTC, that
is at least 40 seconds base time control for each side.
The PGNs are stored as test-Id.pgn.gz in the directories YY-MM-DD/test-Id.
The moves in the PGNs are annotated with comments of the form {-0.91/21 1.749s},
indicating the engine's evaluation, search depth and time spent on the move.
Each directory also contains the… See the full description on the dataset page: https://huggingface.co/datasets/official-stockfish/fishtest_pgns.fisheye8k
Dataset Card for FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection
This is a FiftyOne dataset with 8000 samples.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
from fiftyone.utils.huggingface import load_from_hub
# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset = load_from_hub("Voxel51/fisheye8k")
# Launch the App
session =… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/fisheye8k.fishnet-lichess-normalizedfishnet-evals
Lichess database positions with Stockfish evaluations
Positions with evaluations extracted from https://database.lichess.org/.
Evaluations were computed using Lichess's distributed Stockfish analysis fishnet, using various Stockfish versions.
column
type
description
fen
string
FEN of the evaluated position. En passant square included only if a fully legal en passant move exists.
cp / mate
int or null
Signed evaluation of the position in centipawns or moves to mate, as… See the full description on the dataset page: https://huggingface.co/datasets/Lichess/fishnet-evals.gta-data-files-universalFISH_spots
FISH_spots Dataset
The manually verified in situ hybridization fluorescence images and point coordinate dataset.
This dataset contains images and annotations for the task of single-molecule fluorescence in situ hybridization (FISH) spot detection, supporting 2D, 3D, and simulated noisy data. The structure is designed for deep learning model development, training, and evaluation.
Directory Structure
FISH_spots/
├── 2d/
│ ├── csv/
│ ├── image/
│ ├── image_raw/
│ └──… See the full description on the dataset page: https://huggingface.co/datasets/GangCaoLab/FISH_spots.RuleMaze
RuleMaze Dataset
RuleMaze is a dataset for studying rule-compliant visual spatial planning in Multimodal Large Language Models (MLLMs).
Each task contains a visual maze together with natural-language rules. Models must understand the environment and rules and generate a valid multi-step trajectory.
Dataset Content
RuleMaze contains two types of visual environments:
Regular: grid-based visual maze environments
Quest: adventure-style environments with richer visual… See the full description on the dataset page: https://huggingface.co/datasets/Fish-03/RuleMaze.fish_datasets_real_fowlers_twodim_left_to_right_recovery_v2ethiopian-languages-speech-dataset
Leyu Ethiopian Languages Speech Dataset
Audio recordings paired with corresponding text transcripts, collected on the Leyu Data Collection Platform — an open-source platform for crowdsourced speech data collection — for the Leyu Platform Competition, covering 4 languages: Amharic, Afaan Oromo, Sidama, Tigrinya.
Dataset Summary
Languages: Amharic (am), Afaan Oromo (om), Sidama (sid), Tigrinya (ti)
Total examples: 2750
License: CC-BY-4.0
Task categories: Automatic… See the full description on the dataset page: https://huggingface.co/datasets/Benji-fish/ethiopian-languages-speech-dataset.Multimodal_Fish_Feeding_IntensityRethinking-CFG-OPD-Dense2Sparse-Dataset
Dense2Sparse benchmark
Paper · Project Page · Code · Checkpoints
The complete 600-clip evaluation benchmark from our study of classifier-free guidance in
on-policy distillation — 6 motion-difficulty buckets × 100, built on
OpenHumanVid.
Self-contained: download this and you can run the evaluation. No OpenHumanVid download, no
annotation pass, no GPU-days of preprocessing.
rgb/
600 mp4
ground-truth clips, 832×480 / 81 frames
reference_image/
600 png
frame 0 of… See the full description on the dataset page: https://huggingface.co/datasets/Cuttle-fish-my/Rethinking-CFG-OPD-Dense2Sparse-Dataset.IndustryCorpus2_agriculture_forestry_animal_husbandry_fishery
IndustryCorpus2: Agriculture & Fisheries
This repository contains the IndustryCorpus2: Agriculture & Fisheries domain subset of BAAI/IndustryCorpus2.
Refer to the parent dataset card for data construction, intended use, limitations,
and licensing details.
Citation
If you use this dataset in your work, please cite IndustryCorpus2:
@misc{shi2024industrycorpus2,
title = {IndustryCorpus2},
author = {Xiaofeng Shi and Lulu Zhao and Hua Zhou and Donglin Hao}… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryCorpus2_agriculture_forestry_animal_husbandry_fishery.fish_datasets_real_electrodyn_expertsys_twodim_fourier_v2phylo-fish
Dataset Card for Phylo-Fish
ML-ready dataset containing 38 species of Teleost fishes with an average number of 200 images per species. This semi-balanced subset was sourced from a larger fish image collection from the Great Lakes Invasives Network Project (GLIN)
Dataset Details
Teleost fish images from five ichthyological research collections that participated in the Great Lakes Invasives Network Project (GLIN) (original data source site: web archive link). After… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/phylo-fish.MemVulBench
MemVulBench v1.0.0
A real-world multi-bug benchmark for C/C++ memory-safety fuzzing:
20 admitted test units, 292 verified unique memory-vulnerability fingerprints
(287 expected + 5 audited extra). Each unit is one real upstream project at one
unmodified historical commit, driven through a single final entry point
(identity or byte-prefix dispatch), with per-fingerprint triggering PoCs,
persisted first-fault ASan logs and SHA-256 manifests.
Layout
units/<project>/… See the full description on the dataset page: https://huggingface.co/datasets/Fisho0/MemVulBench.fish-market-ggjsoa-large-scale-fish-dataset
[!Note]
This is a copy version from A large scale fish dataset in Kaggle. And if you download this, you should follow the same license as original(CC-BY-NC4.0) and cite it as original readme says.
Original Dataset Authors : O. Ulucan, D. Karakaya, M. Turkan
For eaiser use, the dataset has been formated to 5 columns : image_id, image, mask, class_id, class_name, which is easier for you to load in hugging face and use.
A Large-Scale Dataset for Segmentation and Classification
Authors: O.… See the full description on the dataset page: https://huggingface.co/datasets/FriedParrot/a-large-scale-fish-dataset.fish_datasets_real_fowlers_twodim_left_to_right_nominal_v2COVER-Fish
COVER-Fish
COVER-Fish is a versioned reference-update benchmark and full payload archive
for fine-grained fish recognition. It is designed to study how a frozen
recognition system changes when evidence is added to its reference gallery, and
how those changes depend on the source package, aggregation rule and query
domain.
This repository contains two connected layers:
Reference-Update Benchmark — the benchmark/ directory contains gallery
states, row-level manifests, taxonomy… See the full description on the dataset page: https://huggingface.co/datasets/COVER-Fish/COVER-Fish.UltraData-Math
UltraData-Math
🤗 Dataset | 💻 Source Code | 🇨🇳 中文 README
UltraData-Math is a large-scale, high-quality mathematical pre-training dataset totaling 290B+ tokens across three progressive tiers—L1 (170.5B tokens web corpus), L2 (33.7B tokens quality-selected), and L3 (88B tokens multi-format refined)—designed to systematically enhance mathematical reasoning in LLMs. It has been applied to the mathematical pre-training of the MiniCPM Series models.
🆕 What's New… See the full description on the dataset page: https://huggingface.co/datasets/fishingguy/UltraData-Math.Fish_Feeding_Intensity_DatasetVisdrone_fisheye-v51-complete
Dataset Card for visdrone_fisheye-v51-complete
This is a FiftyOne dataset with 20942 samples.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
from fiftyone.utils.huggingface import load_from_hub
# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset = load_from_hub("Abeyankar/Visdrone_fisheye-v51-complete")
# Launch the App
session =… See the full description on the dataset page: https://huggingface.co/datasets/Abeyankar/Visdrone_fisheye-v51-complete.peixos-fish
Peixos Fish
This dataset is part of the Roboflow 100 benchmark, a diverse collection of 100 object detection datasets spanning 7 imagery domains.
Dataset Statistics
Split
Images
Train
783
Validation
255
Test
118
Total
1,156
Classes (12)
Afish poly
Diplodus annularis
Diplodus sargus
Diplodus sp-
Diplodus vulgaris
Oblada melanura
Pomatous salator
Seriola dumerilii
Sparus aurata
Sphyraena sp-
peix
taca
Usage
With… See the full description on the dataset page: https://huggingface.co/datasets/LibreYOLO/peixos-fish.