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Object Detection datasets
archive 2025-07-28332 datasets carry the task tag "Object Detection" (the task itself: Object Detection), ordered by the archive's paper count. Page 4 of 7: 48 shown of 332. 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 50 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 52
Object Detection datasets 145–192 of 332
HJDataset is a large dataset of Historical Japanese Documents with Complex Layouts.
5 papers · 0 benchmarks
InsPLAD (Inspection Power Line Asset Dataset)
InsPLAD is a Dataset for Power Line Asset Inspection containing 10,607 high-resolution Unmanned Aerial Vehicles colour images.
5 papers · 1 benchmark
OoDIS (Anomaly Instance Segmentation Benchmark)
OoDIS is a benchmark dataset for anomaly instance segmentation, crucial for autonomous vehicle safety.
5 papers · 2 benchmarks
RF100 (Roboflow 100)
The evaluation of object detection models is usually performed by optimizing a single metric, e.g.
5 papers · 1 benchmark
Specially designed to evaluate active learning for video object detection in road scenes.
5 papers · 0 benchmarks
Comprises of 171,191 video segments from 346 high-quality soccer games.
5 papers · 0 benchmarks
SpaceNet 1 (SpaceNet 1: Building Detection v1)
SpaceNet 1: Building Detection v1 is a dataset for building footprint detection.
5 papers · 2 benchmarks
ZeroWaste is a dataset for automatic waste detection and segmentation.
5 papers · 0 benchmarks
During the MILAN research project (MachIne Learning for AstroNomy), we have compiled a large collection of deep sky images during Electronically Assisted Astronomy sessions in Luxembourg, France, Belgium.
4 papers · 0 benchmarks
Heavy Snowfall (DENSE)
We introduce an object detection dataset in challenging adverse weather conditions covering 12000 samples in real-world driving scenes and 1500 samples in controlled weather conditions within a fog chamber.
4 papers · 1 benchmark
Kitchen Scenes is a multi-view RGB-D dataset of nine kitchen scenes, each containing several objects in realistic cluttered environments including a subset of objects from the BigBird dataset.
4 papers · 0 benchmarks
MJU-Waste is an RGBD waste object segmentation dataset that is made public to facilitate future research in this area.
4 papers · 1 benchmark
MUAD (Multiple Uncertainties for Autonomous Driving)
The MUAD dataset (Multiple Uncertainties for Autonomous Driving), consisting of 10,413 realistic synthetic images with diverse adverse weather conditions (night, fog, rain, snow), out-of-distribution objects, and annotations for semantic…
4 papers · 0 benchmarks
MUSES: MUlti-SEnsor Semantic perception dataset (The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty)
MUSES offers 2500 multi-modal scenes, evenly distributed across various combinations of weather conditions (clear, fog, rain, and snow) and types of illumination (daytime, nighttime).
4 papers · 5 benchmarks
S2TLD (SJTU Small Traffic Light Dataset)
S2TLD is a traffic light dataset, which contains 5,786 images of approximately 1,080 1,920 pixels and 720 1,280 pixels.
4 papers · 0 benchmarks
SOD4SB (Small Object Detection for Spotting Birds)
The Small Object Detection for Spotting Birds (SOD4SB) dataset is a dataset consisting of 39,070 images including 137,121 bird instances.
4 papers · 2 benchmarks
Separated COCO is automatically generated subsets of COCO val dataset, collecting separated objects for a large variety of categories in real images in a scalable manner, where target object segmentation mask is separated into distinct…
4 papers · 1 benchmark
TexBiG (Text-Bild-Gefüge)
TexBiG (from the German Text-Bild-Gefüge, meaning Text-Image-Structure) is a document layout analysis dataset for historical documents in the late 19th and early 20th century.
4 papers · 4 benchmarks
The TimberSeg 1.0 dataset is composed of 220 images showing wood logs in various environments and conditions in Canada.
4 papers · 0 benchmarks
The Aircraft Context Dataset, a composition of two inter-compatible large-scale and versatile image datasets focusing on manned aircraft and UAVs, is intended for training and evaluating classification, detection and segmentation models in…
3 papers · 0 benchmarks
CURE-TSD (CURE Traffic Sign Detection)
Based on simulated challenging conditions that correspond to adversaries that can occur in real-world environments and systems.
3 papers · 0 benchmarks
The automated recognition of different vehicle classes and their orientation on aerial images is an important task in the field of traffic research and also finds applications in disaster management, among other things.
3 papers · 0 benchmarks
FOD in Airports (FOD-A) is an image dataset of FOD, Foreign Object Degris, which consists of 31 object categories and over 30,000 annotation instances.
3 papers · 0 benchmarks
A large-scale logo image database for logo detection and brand recognition from real-world product images.
3 papers · 0 benchmarks
NOD (Night Object Detection)
This is a high-quality large-scale Night Object Detection (NOD) dataset of outdoor images targeting low-light object detection.
3 papers · 0 benchmarks
OSAI introduces OpenTTGames - an open dataset aimed at evaluation of different computer vision tasks in Table Tennis: ball detection, semantic segmentation of humans, table and scoreboard and fast in-game events spotting.
3 papers · 0 benchmarks
PTL (Pedestrian-Traffic-Lights)
A dataset of pedestrian traffic lights containing over 5000 photos taken at hundreds of intersections in Shanghai.
3 papers · 0 benchmarks
Real-world dataset of ~400 images of cuboid-shaped parcels with full 2D and 3D annotations in the COCO format.
3 papers · 0 benchmarks
PoPArt (Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History)
Throughout the history of art, the pose—as the holistic abstraction of the human body's expression—has proven to be a constant in numerous studies.
3 papers · 1 benchmark
The RailEye3D dataset, a collection of train-platform scenarios for applications targeting passenger safety and automation of train dispatching, consists of 10 image sequences captured at 6 railway stations in Austria.
3 papers · 0 benchmarks
SpaceNet MVOI (SpaceNet Multi-View Overhead Imagery Dataset)
An open source Multi-View Overhead Imagery dataset with 27 unique looks from a broad range of viewing angles (-32.5 degrees to 54.0 degrees).
3 papers · 0 benchmarks
A new dataset for streaming classification consisting of temporally correlated images from 51 distinct object categories and additional evaluation classes outside of the training distribution to test novelty recognition.
3 papers · 0 benchmarks
UIIS10K (General Underwater Image Instance Segmentation dataset 10K)
We propose a large-scale underwater instance segmentation dataset, UIIS10K, which includes 10,048 images with pixel-level annotations for 10 categories.
3 papers · 0 benchmarks
The newly introduced UP-COUNT dataset includes drone footage captured with cameras from the DJI Mini 2 family UAV.
3 papers · 1 benchmark
360-SOD contains 500 high-resolution equirectangular images.
2 papers · 0 benchmarks
Description： 5,011 Images – Human Frontal face Data (Male).
2 papers · 0 benchmarks
BdSLImset (Bangladeshi Sign Language Image Dataset)
Bangladeshi Sign Language Image Dataset (BdSLImset) is a dataset that contains images of different Bangladeshi sign letters.
2 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…
2 papers · 1 benchmark
The training and validation data are subsets of the training split of the MS COCO dataset (2017 release, bounding boxes only).
2 papers · 0 benchmarks
COMPASS-XP is a dataset of matched photographic and X-ray images of single objects, made available for use in Machine Learning & Computer Vision research, in particular in the context of transport security.
2 papers · 0 benchmarks
CPPE-5 (Medical Personal Protective Equipment Dataset)
CPPE - 5 (Medical Personal Protective Equipment) is a new challenging dataset with the goal to allow the study of subordinate categorization of medical personal protective equipments, which is not possible with other popular data sets that…
2 papers · 1 benchmark
DGTA-SeaDronesSee (DeepGTAV-SeaDronesSee)
Object Detection data set created from the engine DeepGTAV, which is based on the video game GTAV.
2 papers · 0 benchmarks
DGTA-VisDrone (DeepGTAV-VisDrone)
Object Detection data set created from the engine DeepGTAV, which is based on the video game GTAV.
2 papers · 0 benchmarks
Deep PCB (Deep Printed Circuit Board)
DeepPCB Dataset Link : A dataset contains 1,500 image pairs, each of which consists of a defect-free template image and an aligned tested image with annotations including positions of 6 most common types of PCB defects: open, short,…
2 papers · 1 benchmark
VD4UAV is an altitude-sensitive benchmark dataset designed to evade vehicle detection in Unmanned Aerial Vehicle (UAV) imagery.
2 papers · 2 benchmarks
A challenge that consists of three tasks, each targeting a different requirement for in-clinic use.
2 papers · 1 benchmark
A 360-degree fisheye-like version of the popular FDDB face detection dataset.
2 papers · 0 benchmarks
FSVOD-500 is a large-scale video dataset comprising of 500 classes with class-balanced videos in each category for few-shot learning.
2 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.