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Object Detection In Aerial Images datasets

archive 2025-07-28

12 datasets carry the task tag "Object Detection In Aerial Images" (the task itself: Object Detection In Aerial Images), ordered by the archive's paper count. Page 1 of 1: 12 shown of 12. 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 52Object Detection In Aerial Images 12

Object Detection In Aerial Images datasets 1–12 of 12

DOTA (Dataset for Object deTection in Aerial Images)
DOTA is a large-scale dataset for object detection in aerial images.
ImagesObject Detection In Aerial ImagesSmall Object DetectionOriented Object DetectionDense Object Detection
293 papers · 2 benchmarks
xView
xView is one of the largest publicly available datasets of overhead imagery.
ImagesObject DetectionImage Super-ResolutionObject Detection In Aerial ImagesDisaster ResponseGeophysics
93 papers · 1 benchmark
iSAID
iSAID contains 655,451 object instances for 15 categories across 2,806 high-resolution images.
ImagesObject DetectionSemantic SegmentationInstance SegmentationOpen Vocabulary Semantic SegmentationObject Detection In Aerial ImagesSmall Object Detection
81 papers · 4 benchmarks
AID (Aerial Image Dataset)
AID is a new large-scale aerial image dataset, by collecting sample images from Google Earth imagery.
ImagesTransductive Zero-Shot ClassificationScene RecognitionObject Detection In Aerial ImagesZero-shot Classification (unified classes)Scene ClassificationRemote Sensing Image Classification
40 papers · 2 benchmarks
DIOR
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
Anomaly DetectionObject Detection In Aerial ImagesCross-Domain Few-Shot Object Detection
17 papers · 3 benchmarks
HRSC2016 (High resolution ship collections 2016)
High-resolution ship collections 2016 (HRSC2016) is a data set used for scientific research.
ImagesObject Detection In Aerial ImagesOne-stage Anchor-free Oriented Object Detection
12 papers · 1 benchmark
LandCover.ai (Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery)
The LandCover.ai (Land Cover from Aerial Imagery) dataset is a dataset for automatic mapping of buildings, woodlands, water and roads from aerial images.
Semantic SegmentationObject Detection In Aerial ImagesBird's-Eye View Semantic SegmentationSemantic Segmentation Of Orthoimagery
11 papers · 1 benchmark
DOTA 2.0 (Dataset of Object deTection in Aerial images)
—In the past decade, object detection has achieved significant progress in natural images but not in aerial images, due to the massive variations in the scale and orientation of objects caused by the bird’s-eye view of aerial images.
ImagesObject Detection In Aerial ImagesOriented Object Detection
10 papers · 0 benchmarks
SODA-A
SODA-A is a large-scale benchmark specialized for small object detection task under aerial scenes, which has 800203 instances with oriented rectangle box annotation across 9 classes.
ImagesObject Detection In Aerial ImagesSmall Object DetectionOriented Object Detection
7 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
FMARS (Foundation Models Annotation in Remote Sensing)
FMARS is a large-scale dataset of Very High Resolution (VHR) remote sensing images with annotations generated using Vision Foundation Models.
ImagesImage SegmentationObject Detection In Aerial Images
1 paper · 0 benchmarks
VME & CDSI (Vehicles in the Middle East (VME) & Car Detection in Satellite Imagery (CDSI) datasets)
Vehicles in the Middle East (VME) dataset, designed explicitly for vehicle detection in high-resolution satellite images from Middle Eastern countries.
ImagesObject DetectionObject Detection In Aerial Images
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.