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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 5 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 193–240 of 332
This dataset is made up of forward-looking sonar images containing ten classes of underwater debris.
2 papers · 1 benchmark
FracAtlas (A Dataset for Fracture Classification, Localization and Segmentation of Musculoskeletal Radiographs)
FractureAtlas is a musculoskeletal bone fracture dataset with annotations for deep learning tasks like classification, localization, and segmentation.
2 papers · 0 benchmarks
The Human-Parts dataset is a dataset for human body, face and hand detection with ~15k images.
2 papers · 0 benchmarks
The INRIA-Horse dataset consists of 170 horse images and 170 images without horses.
2 papers · 0 benchmarks
Kvasir-Capsule dataset is the largest publicly released VCE dataset.
2 papers · 0 benchmarks
The LeukemiaAttri dataset is a large-scale, multi-domain collection of microscopy images derived from leukemia patient samples, enriched with detailed morphological information.
2 papers · 2 benchmarks
Light 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.
2 papers · 1 benchmark
This data set contains 775 video sequences, captured in the wildlife park Lindenthal (Cologne, Germany) as part of the AMMOD project, using an Intel RealSense D435 stereo camera.
2 papers · 0 benchmarks
MSDA (Multi-source domain adaptation dataset for text recognition)
5 domains: synthetic domain, document domain, street view domain, handwritten domain, and car license domain over five million images
2 papers · 2 benchmarks
Occluded COCO is automatically generated subset of COCO val dataset, collecting partially occluded objects for a large variety of categories in real images in a scalable manner, where target object is partially occluded but the…
2 papers · 1 benchmark
A realistic, diverse, and challenging dataset for object detection on images.
2 papers · 1 benchmark
PESMOD (PExels Small Moving Object Detection)
The PESMOD (PExels Small Moving Object Detection) dataset consists of high resolution aerial images in which moving objects are labelled manually.
2 papers · 0 benchmarks
Parasitic infections have been recognized as one of the most significant causes of illnesses by WHO.
2 papers · 0 benchmarks
Synthetic dataset of over 13,000 images of damaged and intact parcels with full 2D and 3D annotations in the COCO format.
2 papers · 0 benchmarks
SA-Det-100k is a large-scale class-agnostic object detection dataset for Research Purposes only.
2 papers · 1 benchmark
A salient object subitizing image dataset of about 14K everyday images which are annotated using an online crowdsourcing marketplace.
2 papers · 0 benchmarks
SmartCity consists of 50 images in total collected from ten city scenes including office entrance, sidewalk, atrium, shopping mall etc..
2 papers · 0 benchmarks
StreaksYoloDataset, is a set of raw astronomical images captured with smart telescopes and annotated with the positions of streaks that are effectively in the images.
2 papers · 0 benchmarks
TBBR (Thermal Bridges on Building Rooftops)
The dataset of Thermal Bridges on Building Rooftops (TBBR dataset) consists of annotated combined RGB and thermal drone images with a height map.
2 papers · 2 benchmarks
TNCR Dataset (Table Net Detection and Classification Dataset)
We present TNCR, a new table dataset with varying image quality collected from free open source websites.
2 papers · 0 benchmarks
Underwater Trash Detection Dataset Overview The Underwater Trash Detection Dataset is a custom-annotated dataset designed to address the challenges of underwater trash detection caused by varying environmental features.
2 papers · 0 benchmarks
Unsustainable fishing practices worldwide pose a major threat to marine resources and ecosystems.
2 papers · 1 benchmark
The dataset contains aerial agricultural images of a potato field with manual labels of healthy and stressed plant regions.
1 paper · 1 benchmark
AODRaw (Adverse condition Object Detection with RAW images)
We introduce the AODRaw dataset, which offers 7,785 high-resolution real RAW images with 135,601 annotated instances spanning 62 categories, capturing a broad range of indoor and outdoor scenes under 9 distinct light and weather conditions.
1 paper · 1 benchmark
This is a public dataset for evaluating multi-object detection algorithms in active Terahertz imaging resolution 5 mm by 5 mm.
1 paper · 0 benchmarks
The Apron Dataset focuses on training and evaluating classification and detection models for airport-apron logistics.
1 paper · 0 benchmarks
1 paper · 1 benchmark
BBBC041 (P. vivax (malaria) infected human blood smears)
P.
1 paper · 0 benchmarks
Boreal Forest Fire (Boreal Forest Fire: UAV-collected Wildfire Detection and Smoke Segmentation Dataset)
This dataset consists of annotated images and videos of smoke resulting from prescribed burning events in Finnish boreal forests.
1 paper · 0 benchmarks
CISOL (Construction Industry Steel Ordering Lists Dataset)
The Construction Industry Steel Ordering Lists (CISOL) dataset comprises table-centric, real-world documents from the construction industry, annotated to facilitate the testing and training of deep learning models for table detection (TD)…
1 paper · 2 benchmarks
CLAD (Complex and Long Activities Dataset)
CLAD (Compled and Long Activities Dataset) is an activity dataset which exhibits real-life and diverse scenarios of complex, temporally-extended human activities and actions.
1 paper · 0 benchmarks
1 paper · 0 benchmarks
A large-scale comprehensive collection of dashcam videos collected by vehicles on DiDi's platform.
1 paper · 0 benchmarks
DARai (Daily Activity Recordings for AI and ML applications)
Daily Activity Recordings for Artificial Intelligence (DARai, pronounced "Dahr-ree") is a multimodal, hierarchically annotated dataset constructed to understand human activities in real-world settings.
1 paper · 0 benchmarks
DGTA-Cattle (DeepGTAV-Cattle)
Object Detection data set created from the engine DeepGTAV, which is based on the video game GTAV.
1 paper · 0 benchmarks
1 paper · 1 benchmark
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
1 paper · 0 benchmarks
About the Dataset: 4 classes of drinking waste: Aluminium Cans, Glass bottles, PET (plastic) bottles and HDPE (plastic) Milk bottles.
1 paper · 1 benchmark
Drone vs Bird (Drone vs Bird Detection Challenge)
For the Drone-vs-Bird Detection Challenge 2021, 77 different video sequences have been made available as training data.
1 paper · 1 benchmark
EGO-CH-Gaze (Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision)
To study the problem of weakly supervised attended object detection in cultural sites, we collected and labeled a dataset of egocentric images acquired from subjects visiting a cultural site.
1 paper · 0 benchmarks
The EXPO-HD Dataset is a dataset of Expo whiteboard markers for the purpose of instance segmentation.
1 paper · 0 benchmarks
Embrapa ADD 256 (Embrapa Apples by Drones Detection Dataset)
This is a detailed description of the dataset, a data sheet for the dataset as proposed by Gebru et al.
1 paper · 0 benchmarks
FGVD (Fine-Grained Vehicle Detection)
Fine-Grained Vehicle Detection (FGVD) is a dataset for fine-grained vehicle detection captured from a moving camera mounted on a car.
1 paper · 0 benchmarks
The FashionFail dataset comprises 2,495 high-resolution images (2400x2400 pixels) of products found on e-commerce websites.
1 paper · 0 benchmarks
1 paper · 1 benchmark
The GDIT Aerial Airport dataset consists of aerial images containing instances of parked airplanes.
1 paper · 0 benchmarks
data/images: data/images/Base : 132 screenshots of game1 & game2 with UI display issues from 466 test reports.
1 paper · 0 benchmarks
HA-ViD (HA-ViD: A Human Assembly Video Dataset)
Understanding comprehensive assembly knowledge from videos is critical for futuristic ultra-intelligent industry.
1 paper · 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.