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2D Semantic Segmentation datasets

archive 2025-07-28

81 datasets carry the task tag "2D Semantic Segmentation" (the task itself: 2D Semantic Segmentation), ordered by the archive's paper count. Page 2 of 2: 33 shown of 81. 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.

2D Semantic Segmentation datasets 49–81 of 81

GF-PA66 3D XCT (latest) (Glass fiber-reinforced polyamide 66 3D X-ray Computed Tomography)

Stack of 2D gray images of glass fiber-reinforced polyamide 66 (GF-PA66) 3D X-ray Computed Tomography (XCT) specimen.

Images 3D 2D Semantic Segmentation 3D Semantic Segmentation Image Segmentation

1 paper · 0 benchmarks

ISOD (Indoor Small Object Dataset)

ISOD contains 2,000 manually labelled RGB-D images from 20 diverse sites, each featuring over 30 types of small objects randomly placed amidst the items already present in the scenes.

Images Time series 2D Semantic Segmentation Robot Navigation Object Detection In Indoor Scenes Indoor Monocular Depth Estimation Texture Classification Texture Image Retrieval

1 paper · 0 benchmarks

Id Pattern Dataset

After defining a taxonomy of the main stone deterioration patterns and anomalies, we selected 354 highly representative images of stone-built heritage, offering them a careful selection of labels to choose from.

Image Classification 2D Semantic Segmentation

1 paper · 1 benchmark

InfraParis

InfraParis is a novel and versatile dataset supporting multiple tasks across three modalities: RGB, depth, and infrared.

Images RGB-D Stereo RGB Video 2D Object Detection Domain Adaptation 2D Semantic Segmentation Monocular Depth Estimation Thermal Infrared Pedestrian Detection Infrared And Visible Image Fusion

1 paper · 0 benchmarks

Microscopy Image Dataset of Pulmonary Vascular Changes (Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes)

Pulmonary hypertension (PH) is a syndrome complex that accompanies a number of diseases of different etiologies, associated with basic mechanisms of structural and functional changes of the pulmonary circulation vessels and revealed…

Images Biomedical 2D Semantic Segmentation Segmentation Pulmorary Vessel Segmentation

1 paper · 0 benchmarks

NPO (Negative and Positive Obstacles)

The dataset is recorded with an on-vehicle ZED stereo camera in both urban and rural environments The dataset contains various lighting conditions, such as normal lights, large-area shadows, dim lights, and sun glare.

RGB-D 2D Semantic Segmentation Segmentation Road Damage Detection

1 paper · 1 benchmark

Niramai Oncho Dataset (Niramai Onchocerciasis/RiverBlindness Dataset)

Onchocerciasis is causing blindness in over half a million people in the world today.

Images Videos Medical Classification 2D Semantic Segmentation Medical Image Registration Medical Diagnosis

1 paper · 0 benchmarks

NuScenes Occupancy Grids Dataset

Dynamic occupancy grids generated from NuScenes dataset.

Images 2D Semantic Segmentation

1 paper · 0 benchmarks

OC-Cityscape (Out-of-Context Cityscapes)

Out-of-Context Cityscapes (OC-Cityscapes) is a new dataset build by replacing roads in the validation data of Cityscapes with various textures such as water, sand, grass, etc.

2D Semantic Segmentation

1 paper · 0 benchmarks

PlantSeg

We established a large-scale plant disease segmentation dataset named PlantSeg.

Images 2D Semantic Segmentation

1 paper · 0 benchmarks

RWanda Built-up Region Segmentation

We create Rwanda built-up regions dataset, a different and versatile in nature from previously available datasets.

Domain Adaptation 2D Semantic Segmentation

1 paper · 0 benchmarks

RePoGen

Synthetic humans generated by the RePoGen method.

Images 2D Semantic Segmentation 3D Human Pose Estimation 2D Human Pose Estimation

1 paper · 0 benchmarks

SICKLE (Satellite Imagery for Cropping annotated with Keyparameter LabEls)

The availability of well-curated datasets has driven the success of Machine Learning (ML) models.

Images Environment Time series Super-Resolution 2D Semantic Segmentation Panoptic Segmentation Multi-Task Learning Synthetic Data Generation Crop Classification+7 tasks

1 paper · 1 benchmark

Semantic Segmentation Vineyard Rows

Test dataset for Semantic Segmentation.

Images Semantic Segmentation 2D Semantic Segmentation

1 paper · 0 benchmarks

Semantic segmentation dataset on earthquake damage

This dataset contains 547 social media images taken in the aftermath of various earthquakes.

Images 2D Semantic Segmentation

1 paper · 0 benchmarks

SimBEV

The SimBEV dataset is a collection of 320 scenes spread across all 11 CARLA maps and contains data from a variety of sensors, including five camera types (RGB, semantic segmentation, instance segmentation, depth, and optical flow), lidar,…

Images Point cloud LiDAR 2D Object Detection 2D Semantic Segmentation 3D Object Detection Depth Estimation Bird's-Eye View Semantic Segmentation 3D Object Tracking+2 tasks

1 paper · 3 benchmarks

Simulated micro-Doppler Signatures

Simulated pulse Doppler radar signatures for four classes of helicopter-like targets.

Classification Anomaly Detection 2D Semantic Segmentation Out-of-Distribution Detection One-class classifier

1 paper · 0 benchmarks

TEM nanowire morphologies for classification and segmentation (Transmission electron microscopy (TEM) image datasets of peptide / protein nanowire morphologies)

TEM image dataset containing four nanowire morphologies of bio-derived protein nanowires and synthetic peptide nanowires.

Image Classification 2D Semantic Segmentation

1 paper · 0 benchmarks

Tecnalia WEEE HYPERSPECTRAL DATASET (TECNALIA WEEE (Waste from Electrical and Electronic Equipment) HYPERSPECTRAL DATASET)

Tecnalia Hyperspectral Dataset contains different non-ferreous fractions of Waste from Electric and Electronic Equipment (WEEE) of Copper, Brass, Aluminum, Stainless Steel and White Copper.

Images Hyperspectral images 2D Semantic Segmentation Hyperspectral Image Segmentation Hyperspectral Image Classification Hyperspectral image analysis

1 paper · 0 benchmarks

Time Series Prediction Benchmarks

2D Semantic Segmentation

1 paper · 1 benchmark

WinSyn (WinSyn: A High Resolution Testbed for Synthetic Data)

75k photos of windows + 21k synthetic renders of building windows.

Images 2D Semantic Segmentation Synthetic-to-Real Translation 3D Depth Estimation

1 paper · 0 benchmarks

WorldFloods

WorldFloods: a newly compiled dataset of 119 globally verified flooding events from disaster response organizations

2D Semantic Segmentation

1 paper · 1 benchmark

cryoPPP (CryoPPP: A Large Expert-Curated Cryo-EM Image Dataset for Machine Learning Protein Particle Picking)

The CryoPPP dataset consists of 34 ground truth data and metadata for 335 EMPIAR IDs.

Images 2D Semantic Segmentation

1 paper · 0 benchmarks

monkey doo

the dataset is a monkey doo doo dataset

Images Videos 2D Semantic Segmentation

1 paper · 0 benchmarks

Construction Vehicle Image Dataset |Trucks|Tractor etc.

This dataset is an extremely challenging set of over 20,000+ original Construction vehicle images captured and crowdsourced from over 600+ urban and rural areas, where each image is manually reviewed and verified by computer vision…

Images 2D Object Detection 2D Semantic Segmentation

0 papers · 0 benchmarks

Corn Seeds Dataset

This dataset is the images of corn seeds considering the top and bottom view independently (two images for one corn seed: top and bottom).

Images Image Classification Semantic Segmentation Image Generation 2D Semantic Segmentation Fine-Grained Image Classification Image Classification with Label Noise+6 tasks

0 papers · 0 benchmarks

ELAI-Dust Storm (ELAI Dust Storm Dataset from MODIS)

Context As mentioned in the reference paper: Dust storms are considered a severe meteorological disaster, especially in arid and semi-arid regions, which is characterized by dust aerosol-filled air and strong winds across an extensive area.

Images 2D Semantic Segmentation

0 papers · 0 benchmarks

FALLMUD (FAscicle Lower Leg Muscle Ultrasound Dataset)

FAscicle Lower Leg Muscle Ultrasound Dataset is a dataset composed of 812 ultrasound images of lower leg muscles to analyze muscle weaknesses and prevent injuries.

Images Medical 2D Semantic Segmentation

0 papers · 0 benchmarks

IITKGP_Fence Dataset

Overview The IITKGPFence dataset is designed for tasks related to fence-like occlusion detection, defocus blur, depth mapping, and object segmentation.

Images RGB-D RGB Video Object Detection 2D Semantic Segmentation Image Segmentation Occlusion Estimation Occlusion Handling

0 papers · 0 benchmarks

InfiniteRep

InfiniteRep is a synthetic, open-source dataset for fitness and physical therapy (PT) applications.

Images Videos 3D Biomedical 3d meshes RGB-D Actions Tracking RGB Video Pose Estimation Activity Recognition 2D Semantic Segmentation 3D Human Pose Estimation 3D Action Recognition Action Detection+13 tasks

0 papers · 0 benchmarks

Multi-Spectral Leaf Segmentation (Multi-Spectral Leaf Segmentation For Crop/Weed Identification)

This dataset were acquired with the Airphen (Hyphen, Avignon, France) six-band multi-spectral camera configured using the 450/570/675/710/730/850 nm bands with a 10 nm FWHM.

Images 2D Object Detection 2D Semantic Segmentation Instance Segmentation

0 papers · 0 benchmarks

WTA/TLA (WTA/TLA: A UAV-captured Dataset for Semantic Segmentation of Energy Infrastructure)

WTA (Wind Turbine Aerial) and TLA (Transmission Line Aerial) are public datasets which contain a set of RGB images from wind turbine farms and transmission towers and power lines, along with semantic ground truth for relevant classes.

Images Semantic Segmentation 2D Semantic Segmentation Aerial Video Semantic Segmentation

0 papers · 0 benchmarks

maadaa-FaEco Dataset (maadaa.ai Fashion & e-Commerce Open Dataset)

The dataset is organized into 24 typical scenarios, showcasing the richness of real-world environments, conditions, and objects.

Images 2D Semantic Segmentation

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.

2D Semantic Segmentation datasets

Filter 50 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

2D Semantic Segmentation datasets 49–81 of 81