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Real-Time Object Detection datasets

archive 2025-07-28

9 datasets carry the task tag "Real-Time Object Detection" (the task itself: Real-Time Object Detection), ordered by the archive's paper count. Page 1 of 1: 9 shown of 9. 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 52Real-Time Object Detection 9

Real-Time Object Detection datasets 1–9 of 9

COCO (Common Objects in Context)
The COCO (Common Objects in Context) dataset is a large-scale object detection, segmentation, and captioning dataset.
ImagesVideosObject DetectionSemantic SegmentationQuestion AnsweringPose EstimationVisual Question Answering (VQA)Instance Segmentation+54 tasks
11,922 papers · 77 benchmarks
Kvasir-SEG
Kvasir-SEG is an open-access dataset of gastrointestinal polyp images and corresponding segmentation masks, manually annotated by a medical doctor and then verified by an experienced gastroenterologist.
BiomedicalMedicalObject DetectionSemantic SegmentationMedical Image SegmentationReal-Time Object DetectionReal-Time Semantic SegmentationColorectal Polyps Characterization+2 tasks
201 papers · 2 benchmarks
PASCAL VOC 2007
PASCAL VOC 2007 is a dataset for image recognition.
ImagesImage ClassificationObject DetectionSemantic SegmentationMulti-Label ClassificationObject LocalizationCross-Modal Retrieval+10 tasks
126 papers · 13 benchmarks
Kvasir (The Kvasir Dataset)
The KVASIR Dataset was released as part of the medical multimedia challenge presented by MediaEval.
ImagesVideosImage ClassificationObject DetectionSemantic SegmentationMedical Image SegmentationReal-Time Object DetectionReal-Time Semantic Segmentation+3 tasks
117 papers · 1 benchmark
Argoverse-HD
Argoverse-HD is a dataset built for streaming object detection, which encompasses real-time object detection, video object detection, tracking, and short-term forecasting.
ImagesVideosObject DetectionReal-Time Object DetectionMotion ForecastingReal-Time Multi-Object Tracking
19 papers · 4 benchmarks
Kvasir-Instrument
Consists of annotated frames containing GI procedure tools such as snares, balloons and biopsy forceps, etc.
BiomedicalMedicalSemantic SegmentationMedical Image SegmentationSemi-Supervised Semantic SegmentationReal-Time Object DetectionReal-Time Semantic SegmentationInstrument Recognition
19 papers · 3 benchmarks
Hyper-Kvasir Dataset
HyperKvasir dataset contains 110,079 images and 374 videos where it captures anatomical landmarks and pathological and normal findings.
ImagesVideosBiomedicalMedicalImage ClassificationObject DetectionAnomaly DetectionMedical Image SegmentationGeneral ClassificationVideo Summarization+2 tasks
12 papers · 2 benchmarks
Endotect Polyp Segmentation Challenge Dataset
A challenge that consists of three tasks, each targeting a different requirement for in-clinic use.
ImagesBiomedicalMedicalImage ClassificationObject DetectionSemantic SegmentationMedical Image SegmentationReal-Time Object DetectionReal-Time Semantic Segmentation
2 papers · 1 benchmark
SFCHD
This work contributes a large, complex, and realistic high-quality safety clothing and helmet detection (SFCHD) dataset.
ImagesObject DetectionReal-Time Object DetectionOpen World Object DetectionSmall Object Detection
1 paper · 1 benchmark

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.