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Human Detection datasets

archive 2025-07-28

14 datasets carry the task tag "Human Detection" (the task itself: Human Detection), ordered by the archive's paper count. Page 1 of 1: 14 shown of 14. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Human Detection 14

Human Detection datasets 1–14 of 14

JRDB (JackRabbot Dataset and Benchmark)
A novel egocentric dataset collected from social mobile manipulator JackRabbot.
Multi-Object TrackingAutonomous NavigationHuman Detection
33 papers · 1 benchmark
UCF-CC-50
UCF-CC-50 is a dataset for crowd counting and consists of images of extremely dense crowds.
ImagesDensity EstimationCrowd CountingHuman Detection
32 papers · 0 benchmarks
TinyPerson
TinyPerson is a benchmark for tiny object detection in a long distance and with massive backgrounds.
ImagesObject DetectionImage RestorationHuman Detection
25 papers · 0 benchmarks
MIAP (More Inclusive Annotations for People)
MIAP is a dataset created by obtaining a new set of annotations on a subset of the Open Images dataset, containing bounding boxes and attributes for all of the people visible in those images, as the original Open Images dataset annotations…
ImagesFairnessHuman Detection
15 papers · 0 benchmarks
PANDA
PANDA is the first gigaPixel-level humAN-centric viDeo dAtaset, for large-scale, long-term, and multi-object visual analysis.
VideosHuman Detection
15 papers · 0 benchmarks
PTB-TIR
PTB-TIR is a Thermal InfraRed (TIR) pedestrian tracking benchmark, which provides 60 TIR sequences with mannuly annoations.
VideosObject TrackingThermal Infrared Object TrackingHuman Detection
9 papers · 0 benchmarks
TikTok Dataset (Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos)
We learn high fidelity human depths by leveraging a collection of social media dance videos scraped from the TikTok mobile social networking application.
VideosInstance SegmentationDepth Estimation3D Human ReconstructionHuman Part SegmentationVideo SegmentationHuman Instance Segmentation+2 tasks
8 papers · 0 benchmarks
PeopleSansPeople (PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision)
In recent years, person detection and human pose estimation have made great strides, helped by large-scale labeled datasets.
Images2D Human Pose EstimationHuman Instance SegmentationHuman Detection
4 papers · 0 benchmarks
PP-HumanSeg14K
A large-scale video portrait dataset that contains 291 videos from 23 conference scenes with 14K frames.
ImagesVideos2D Semantic SegmentationVideo SegmentationPortrait SegmentationHuman Detection
3 papers · 0 benchmarks
SoccerNet-GSR (SoccerNet Game State Reconstruction)
The SoccerNet Game State Reconstruction task is a novel high level computer vision task that is specific to sports analytics.
VideosTrackingRGB VideoMulti-Object TrackingGame State ReconstructionHuman DetectionCamera Calibration
3 papers · 0 benchmarks
C2A: Human Detection in Disaster Scenarios (Combination to Application)
C2A: Combination to Application Dataset Overview This repository contains the code and information for the paper "UAV-Enhanced Combination to Application: Comprehensive Analysis and Benchmarking of a Human Detection Dataset for Disaster…
ImagesEnvironment2D Object DetectionObject Detection2D Human Pose EstimationObject Detection In Aerial ImagesDisaster ResponseHuman Detection
2 papers · 1 benchmark
NREC Agricultural Person-Detection
A dataset to encourage research in these environments.
ImagesPedestrian DetectionHuman Detection
1 paper · 0 benchmarks
Crowd in a rally | Crowd Counting | Crowd Human (datacluster.ai)
This dataset is an extremely challenging set of over 3000+ original Crowd images captured and crowdsourced from over 300+ urban and rural areas, where each image is manually reviewed and verified by computer vision professionals at…
ImagesCrowd CountingMultiple People TrackingHuman Detection
0 papers · 0 benchmarks
Human faces with mixed-race & various emotions
This dataset consists of 600+ items of faces with different emotions and mixed races that are ready to use for optimizing the accuracy of computer vision models.
Emotion RecognitionFacial Expression Recognition (FER)Emotion ClassificationHuman Detection
0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.