Dataset Zoo

Welcome to the FiftyOne Dataset Zoo! 🚀

Here you’ll discover dozens of popular benchmark datasets, ready to download and load into FiftyOne with a single command.

The FiftyOne Dataset Zoo provides access to a curated collection of datasets from various sources, enabling you to quickly work with standard computer vision datasets for your research and development.

Learn more about the Dataset Zoo

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ActivityNet 100

Large-scale video dataset for human activity understanding with 100 activity classes. Supports video classification and temporal activity detection tasks.

video,classification,action-recognition,temporal-detection

ActivityNet 200

Extended ActivityNet dataset with 200 activity classes. Larger version supporting more diverse human activity recognition and temporal detection tasks.

video,classification,action-recognition,temporal-detection

BDD100K

Large autonomous driving dataset with 100K video clips from diverse driving scenarios. Includes classification, detection, and segmentation annotations for automotive AI.

image,multilabel,automotive,manual

Caltech-101

Classic object recognition dataset with 101 object classes plus background clutter. Contains ~9,000 images of variable sizes (200-300px typical). Image-level labels only.

image,classification

Caltech-256

Extended version of Caltech-101 with 256 object classes plus background clutter. Contains ~30,000 images with at least 80 per class. More challenging than Caltech-101.

image,classification

CIFAR-10

A fundamental computer vision benchmark with 60,000 32x32 color images across 10 object classes (airplane, car, bird, etc.). More challenging than MNIST for testing CNNs.

image,classification

CIFAR-100

An extended version of CIFAR-10 with 100 fine-grained object classes. Contains 60,000 32x32 color images - 600 per class. More challenging classification task.

image,classification

Cityscapes

Urban scene understanding dataset with stereo video sequences from 50 cities. Features 5,000 high-quality pixel-level annotations and 20,000 weakly annotated frames.

image,multilabel,automotive,manual

COCO-2014

Large-scale object detection and segmentation dataset with 80 object classes. Contains images, bounding boxes, and segmentations for comprehensive computer vision tasks.

image,detection,segmentation

COCO-2017

Updated COCO dataset with improved annotations and splits. Large-scale object detection and segmentation benchmark with 80 object classes and comprehensive labels.

image,detection,segmentation

Fashion MNIST

A modern alternative to MNIST featuring 70,000 28x28 grayscale images of fashion items (shirts, shoes, bags, etc.). More complex than digit recognition.

image,classification

Families in the Wild

Family recognition benchmark with 26,642 images of 5,037 faces across family relationships. Designed for kinship recognition and family structure analysis tasks.

image,classification

HMDB51

Action recognition dataset with 6,766 video clips across 51 action classes. Collected from movies and web videos with realistic human actions and diverse scenarios.

video,action-recognition

ImageNet 2012

Large-scale image classification dataset organized by WordNet hierarchy. Contains 1.2M+ images across 1,000 classes. The ILSVRC 2012 benchmark dataset for computer vision.

image,classification,manual

ImageNet Sample

Small subset of ImageNet 2012 with 1,000 images (one per class from validation set). Perfect for quick testing and prototyping without downloading the full dataset.

image,classification

Kinetics 400

Large-scale video dataset with 400 human action classes from YouTube. Contains ~650K video clips (~10 seconds each) covering diverse human activities and interactions.

video,classification,action-recognition

Kinetics 600

Extended Kinetics dataset with 600 human action classes from YouTube. Contains ~650K video clips (~10 seconds each) with more diverse action categories than Kinetics 400.

video,classification,action-recognition

Kinetics 700

Largest Kinetics dataset with 700 human action classes from YouTube. Contains ~650K video clips (~10 seconds each) with the most comprehensive action coverage.

video,classification,action-recognition

Kinetics 700-2020

Updated Kinetics 700 dataset from 2020 with improved annotations and video quality. Contains 700 human action classes with refreshed YouTube video links.

video,classification,action-recognition

KITTI

Autonomous driving dataset with stereo camera images and 2D object detections. Contains 7,481 annotated training images and 7,518 test images from real driving scenarios.

image,detection

KITTI Multiview

Extended KITTI dataset with multiview data including stereo images, LiDAR point clouds, and 3D object detections. Rich multimodal data for autonomous driving research.

image,point-cloud,detection

Labeled Faces in the Wild

Face verification benchmark with 13,233 images of 5,749 people. Designed for face recognition and verification tasks with unconstrained face images from the web.

image,classification,facial-recognition

MNIST

The iconic MNIST database of handwritten digits (0-9). Contains 70,000 28x28 grayscale images - the "hello world" dataset for machine learning and neural networks.

image,classification

Open Images V6

Massive dataset with ~9M images, 2M annotated. Features classification, detection, segmentation, and relationship annotations across 600 object classes.

image,classification,detection,segmentation,relationships

Open Images V7

Latest Open Images dataset with ~9M images, 2M annotated. Enhanced with keypoint annotations and improved relationship labels across 600 object classes.

image,classification,detection,segmentation,keypoints,relationships

Places

Scene recognition dataset with 10M images across ~400 scene categories. Images labeled with semantic scene categories representing diverse environments worldwide.

image,classification

Quickstart

Small demo dataset with 200 COCO-2017 validation images including ground truth and predictions. Perfect for learning FiftyOne basics and testing workflows.

image,quickstart

Quickstart Geo

Geolocation demo dataset with 500 BDD100K images from NYC area. Includes GPS coordinates and street scene annotations for location-aware computer vision tasks.

image,location,quickstart

Quickstart Video

Video demo dataset with 10 video segments featuring dense object detections. Ideal for learning video analysis workflows and temporal annotation handling.

video,quickstart

Quickstart Groups

Multimodal demo dataset with 200 KITTI scenes containing grouped images and point clouds. Perfect for learning multimodal data handling and scene analysis.

image,point-cloud,quickstart

Quickstart 3D

3D demo dataset with 200 samples featuring meshes, point clouds, and oriented bounding boxes. Ideal for learning 3D computer vision and spatial data handling.

3d,point-cloud,mesh,quickstart

Sama-COCO

Improved version of COCO-2017 with tighter segmentation masks and better crowd annotations. Large-scale object detection and segmentation dataset with enhanced quality.

image,detection,segmentation

UCF101

Action recognition dataset with 13,320 realistic YouTube videos across 101 action categories. Features diverse camera motion, lighting, and viewpoints - challenging for video understanding.

video,action-recognition

VOC-2007

PASCAL VOC 2007 object detection challenge dataset. Contains 9,963 images with 20 object classes and 24,640 annotated objects. Classic benchmark for object detection.

image,detection

VOC-2012

PASCAL VOC 2012 object detection challenge dataset. Contains 11,540 images with 20 object classes and 27,450 annotated objects. Updated version of VOC-2007 with more data.

image,detection

Commonforms Val Subset · 📥 711

Hugging Face
Dataset for object detection, visual question answering, visual document retrieval (APACHE-2.0)

huggingface,object-detection,visual-question-answering,visual-document-retrieval

Avm Segmentation Train · 📥 280

Hugging Face
Dataset for image classification, image segmentation

huggingface,image-classification,image-segmentation

Form Understanding In Noisy Scanned Documents Plus · 📥 446

Hugging Face
Dataset for object detection, visual question answering, visual document retrieval

huggingface,object-detection,visual-question-answering,visual-document-retrieval

Consolidated Receipt Dataset · 📥 589

Hugging Face
Dataset for object detection, visual question answering, visual document retrieval (CC-BY-4.0)

huggingface,object-detection,visual-question-answering,visual-document-retrieval

Scanned Receipts · 📥 424

Hugging Face
Dataset for object detection, visual question answering, visual document retrieval (CC-BY-4.0)

huggingface,object-detection,visual-question-answering,visual-document-retrieval

Synthetic Us Passports Easy · 📥 1,534

Hugging Face
Dataset for image classification, visual question answering, visual document retrieval (APACHE-2.0)

huggingface,image-classification,visual-question-answering,visual-document-retrieval

Document Haystack 10pages · 📥 436

Hugging Face
Dataset for image classification, visual question answering, visual document retrieval (CC-BY-NC-4.0)

huggingface,image-classification,visual-question-answering,visual-document-retrieval

Crops3d · 📥 869

Hugging Face
Dataset for image classification

huggingface,image-classification

Od Metaldam · 📥 127

Hugging Face
Dataset for image segmentation (MIT)

huggingface,image-segmentation

Parkseg12k Train · 📥 416

Hugging Face
Dataset for image segmentation

huggingface,image-segmentation

Pklot · 📥 743

Hugging Face
Dataset for object detection (CC)

huggingface,object-detection

Fiftyone Gui Grounding Train With Synthetic · 📥 259

Hugging Face
Dataset for object detection (APACHE-2.0)

huggingface,object-detection

Fiftyone Gui Grounding Train · 📥 1,729

Hugging Face
Dataset for object detection (APACHE-2.0)

huggingface,object-detection

Synthhuman · 📥 573

Hugging Face
Synthhuman dataset (CDLA-PERMISSIVE-2.0)

huggingface

Uco3d · 📥 602

Hugging Face
Dataset for image classification (CC-BY-4.0)

huggingface,image-classification

Curated Mnist · 📥 1,483

Hugging Face
Dataset for image classification (MIT)

huggingface,image-classification

Aloha Pen Uncap · 📥 1,243

Hugging Face
Dataset for robotics (APACHE-2.0)

huggingface,robotics

Food Waste Dataset · 📥 679

Hugging Face
Dataset for object detection, image segmentation (MIT)

huggingface,object-detection,image-segmentation

American Sign Language Mnist · 📥 1,419

Hugging Face
Dataset for image classification (MIT)

huggingface,image-classification

Bo Or Not · 📥 239

Hugging Face
Dataset for image classification (MIT)

huggingface,image-classification

Fiftyone Embeddings Combined · 📥 65

Hugging Face
Dataset for question answering, text generation (APACHE-2.0)

huggingface,question-answering,text-generation

Screenspot V2 · 📥 705

Hugging Face
Dataset for image classification

huggingface,image-classification

Deeplesion Balanced 2k · 📥 154

Hugging Face
Dataset for object detection

huggingface,object-detection

Arcade Fo · 📥 193

Hugging Face
Dataset for object detection

huggingface,object-detection

Slake · 📥 484

Hugging Face
Dataset for image classification, object detection, image segmentation (CC-BY-4.0)

huggingface,image-classification,object-detection,image-segmentation

Medxpertqa · 📥 446

Hugging Face
Dataset for image classification, question answering, visual question answering (MIT)

huggingface,image-classification,question-answering,visual-question-answering

Fiftyone Qa Pairs 14k · 📥 48

Hugging Face
Dataset for question answering, text generation, text2text generation (APACHE-2.0)

huggingface,question-answering,text-generation,text2text-generation

Fiftyone Function Calling 14k · 📥 74

Hugging Face
Dataset for text generation, text2text generation, question answering (APACHE-2.0)

huggingface,text-generation,text2text-generation,question-answering

Inquire Rerank · 📥 6,137

Hugging Face
Dataset for image classification

huggingface,image-classification

Screenspot Pro · 📥 685

Hugging Face
Dataset for image classification

huggingface,image-classification

Gui Odyssey Train · 📥 696

Hugging Face
Dataset for image classification

huggingface,image-classification

Gui Odyssey Test · 📥 685

Hugging Face
Dataset for image classification

huggingface,image-classification

Showui Web · 📥 337

Hugging Face
Dataset for object detection

huggingface,object-detection

Showui Desktop · 📥 345

Hugging Face
Dataset for image classification

huggingface,image-classification

Guiact Websingle Test · 📥 324

Hugging Face
Dataset for image classification, object detection

huggingface,image-classification,object-detection

Guiact Smartphone Test · 📥 338

Hugging Face
Dataset for object detection

huggingface,object-detection

Groundui 18k · 📥 603

Hugging Face
Groundui 18K dataset

huggingface

Mind2web Multimodal Test Website · 📥 222

Hugging Face
Dataset for image classification, object detection

huggingface,image-classification,object-detection

Mind2web Multimodal Test Domain · 📥 291

Hugging Face
Dataset for image classification, object detection

huggingface,image-classification,object-detection

Mind2web Multimodal Test Task · 📥 309

Hugging Face
Dataset for image classification, object detection

huggingface,image-classification,object-detection

Fisheye8k · 📥 500

Hugging Face
Dataset for object detection

huggingface,object-detection

Rico · 📥 25,911

Hugging Face
Dataset for object detection

huggingface,object-detection

Waveui 25k · 📥 11,152

Hugging Face
Waveui 25K dataset

huggingface

Hand Keypoints · 📥 334

Hugging Face
Hand Keypoints dataset

huggingface

Pidray · 📥 454

Hugging Face
Dataset for object detection (APACHE-2.0)

huggingface,object-detection

Tampar · 📥 357

Hugging Face
Dataset for object detection (CC-BY-4.0)

huggingface,object-detection

Visdrone Mot · 📥 424

Hugging Face
Dataset for image classification

huggingface,image-classification

Screenspot · 📥 305

Hugging Face
Dataset for image classification

huggingface,image-classification

Illusionanimals · 📥 275

Hugging Face
Dataset for image classification

huggingface,image-classification

Afo Aerial Floating Objects · 📥 282

Hugging Face
Dataset for object detection (CC-BY-NC-SA-3.0)

huggingface,object-detection

Opensarwake · 📥 360

Hugging Face
Opensarwake dataset

huggingface

Imagenet D · 📥 288

Hugging Face
Dataset for image classification

huggingface,image-classification

Gaussian Splatting · 📥 357

Hugging Face
Gaussian Splatting dataset (APACHE-2.0)

huggingface

Webuot 238 Test · 📥 201

Hugging Face
Dataset for image classification

huggingface,image-classification

Bioscan 30k · 📥 139

Hugging Face
Dataset for image classification

huggingface,image-classification

Gmncsa24 Fo · 📥 116

Hugging Face
Dataset for video classification (MIT)

huggingface,video-classification

Mvtec Ad · 📥 1,835

Hugging Face
Dataset for image classification, image segmentation (CC-BY-NC-SA-4.0)

huggingface,image-classification,image-segmentation

Skyscenes · 📥 367

Hugging Face
Dataset for image segmentation

huggingface,image-segmentation

Thermal Person Detector · 📥 123

Hugging Face
Dataset for object detection (CC-BY-4.0)

huggingface,object-detection

Getting Started Validation Clip Pred · 📥 89

Hugging Face
Dataset for image classification

huggingface,image-classification

Getting Started Labeled Validation · 📥 144

Hugging Face
Dataset for image classification

huggingface,image-classification

Getting Started Labeled Photos · 📥 94

Hugging Face
Dataset for image classification

huggingface,image-classification

Data Centric Visual Ai Challenge Train Set · 📥 42

Hugging Face
Dataset for object detection

huggingface,object-detection

Dcvai Challenge Public Eval Set · 📥 39

Hugging Face
Dataset for object detection

huggingface,object-detection

Btcv Ct As Video Medsam2 Dataset · 📥 274

Hugging Face
Btcv Ct As Video Medsam2 Dataset dataset

huggingface

Coursera Homework Dataset Test · 📥 113

Hugging Face
Dataset for object detection

huggingface,object-detection

Coursera Homework Dataset Train · 📥 110

Hugging Face
Dataset for object detection

huggingface,object-detection

Coursera Lecture Dataset Train · 📥 596

Hugging Face
Dataset for object detection

huggingface,object-detection

Coursera Lecture Dataset Test · 📥 105

Hugging Face
Dataset for object detection

huggingface,object-detection

Emnist Letters Tiny · 📥 7,394

Hugging Face
Dataset for image classification

huggingface,image-classification

Gqa Scene Graph · 📥 543

Hugging Face
Dataset for object detection

huggingface,object-detection

Imagenet O · 📥 325

Hugging Face
Dataset for image classification

huggingface,image-classification

Lvis · 📥 752

Hugging Face
Dataset for object detection

huggingface,object-detection

Food101 · 📥 403

Hugging Face
Dataset for image classification

huggingface,image-classification

Sdxl Generated Stanford Dogs · 📥 650

Hugging Face
Dataset for image classification

huggingface,image-classification

Imagenet A · 📥 442

Hugging Face
Dataset for image classification

huggingface,image-classification

Diverse Sdxl Dogs · 📥 301

Hugging Face
Dataset for image classification

huggingface,image-classification

Stanford Dogs Imbalanced · 📥 315

Hugging Face
Dataset for image classification

huggingface,image-classification

Sdxl Dogs · 📥 297

Hugging Face
Dataset for image classification

huggingface,image-classification

Stanforddogs · 📥 284

Hugging Face
Dataset for image classification

huggingface,image-classification

Colorswap · 📥 236

Hugging Face
Colorswap dataset

huggingface

Streetviewhousenumbers · 📥 337

Hugging Face
Dataset for object detection

huggingface,object-detection

Cats Vs Dogs Imbalanced · 📥 285

Hugging Face
Dataset for image classification

huggingface,image-classification

Cats Vs Dogs Sample · 📥 340

Hugging Face
Dataset for image classification

huggingface,image-classification

Quickstart 3d · 📥 1,189

Hugging Face
Dataset for image classification, object detection, image to 3d

huggingface,image-classification,object-detection,image-to-3d,text-to-3d

Fgvc Aircraft · 📥 847

Hugging Face
Dataset for image classification (OTHER)

huggingface,image-classification

Office Home · 📥 2,315

Hugging Face
Dataset for image classification (OTHER)

huggingface,image-classification

Set5 · 📥 274

Hugging Face
Dataset for image to image (OTHER)

huggingface,image-to-image

Densepose Coco · 📥 365

Hugging Face
Dataset for object detection (CC-BY-NC-2.0)

huggingface,object-detection

Cvpr 2024 Papers · 📥 278

Hugging Face
Cvpr 2024 Papers dataset

huggingface

Dancetrack · 📥 457

Hugging Face
Dancetrack dataset (CC-BY-4.0)

huggingface

Hard Hat Detection · 📥 368

Hugging Face
Dataset for object detection (CC0-1.0)

huggingface,object-detection

Duts · 📥 1,035

Hugging Face
Dataset for image segmentation (UNKNOWN)

huggingface,image-segmentation

Usps · 📥 331

Hugging Face
Dataset for image classification (UNKNOWN)

huggingface,image-classification

Mashupvqa · 📥 404

Hugging Face
Mashupvqa dataset

huggingface

Football Player Segmentation · 📥 372

Hugging Face
Dataset for object detection (CC0-1.0)

huggingface,object-detection

Mpii Human Pose Dataset · 📥 1,429

Hugging Face
Dataset for image classification, object detection (BSD-2-CLAUSE)

huggingface,image-classification,object-detection

Describable Textures Dataset · 📥 833

Hugging Face
Dataset for image classification (OTHER)

huggingface,image-classification

Urban100 · 📥 293

Hugging Face
Dataset for image to image (OTHER)

huggingface,image-to-image

Set14 · 📥 242

Hugging Face
Dataset for image to image (OTHER)

huggingface,image-to-image

Oxfordflowers102 · 📥 1,154

Hugging Face
Dataset for image classification, image segmentation (OTHER)

huggingface,image-classification,image-segmentation

Wlasl · 📥 2,269

Hugging Face
Dataset for video classification (OTHER)

huggingface,video-classification

Indoorscenerecognition · 📥 5,112

Hugging Face
Dataset for image classification (MIT)

huggingface,image-classification

Total Text Dataset · 📥 352

Hugging Face
Dataset for object detection, image to text (BSD-3-CLAUSE)

huggingface,object-detection,image-to-text

Dacl10k · 📥 755

Hugging Face
Dataset for image classification, object detection (CC-BY-4.0)

huggingface,image-classification,object-detection

Soccernet V3 · 📥 1,118

Hugging Face
Dataset for object detection (MIT)

huggingface,object-detection

Coil 100 · 📥 420

Hugging Face
Dataset for image feature extraction, image to 3d (APACHE-2.0)

huggingface,image-feature-extraction,image-to-3d

Visdrone2019 Det · 📥 773

Hugging Face
Dataset for object detection (CC-BY-SA-3.0)

huggingface,object-detection