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Search results for dataset remote sensing
dataset
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remote-sensing
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34 search results found
Techniques
⭐
7,678
Techniques for deep learning with satellite & aerial imagery
Torchgeo
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2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
Awesome Remote Sensing Change Detection
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1,353
List of datasets, codes, and contests related to remote sensing change detection
Awesome Gee Community Datasets
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650
Community Datasets added by users and made available for use at large
University1652 Baseline
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402
ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.
Datasets
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367
Datasets for deep learning with satellite & aerial imagery
Satellite Imagery Datasets Containing Ships
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340
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
Stanet
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296
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
Awesome_satellite_benchmark_datasets
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231
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
Worldstrat
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197
The WorldStrat Dataset
Eesrgan
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191
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
Samrs
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167
The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"
Aitlas
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157
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
Callisto Dataset Collection
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142
A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.
A2s2k Resnet
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132
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
Pytorch Psetae
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98
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
High Resolution Remote Sensing Semantic Segmentation Pytorch
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84
PyTorch实现高分遥感语义分割(地物分类)
Changedetectiontoolbox
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59
MATLAB Toolbox for Remote Sensing Change Detection
Levir Ship
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56
This is the official release of LEVIR-Ship, which is a dataset for tiny ship detection under medium-resolution remote sensing images
Awesome Object Detection In Aerial Images
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54
A curated list of awesome resources for generic object detection in aerial images.
Deepwatermap
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49
a deep model that segments water on multispectral images
Rams
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45
Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".
Hephaestus
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44
Hephaestus: A large scale multitask dataset towards InSAR understanding
Landslide4sense 2022
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41
Data description and baseline code for LandSlide4Sense 2022 competition
Building Detection Maskrcnn
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39
Building detection from the SpaceNet dataset by using Mask RCNN.
Keras Remote Sensing Image Retrieval
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26
this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated this model on a dataset called PatternNet.
Drenet
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26
The official implementation of DRENet (Degraded Reconstruction Enhancement Network) for tiny ship detection in remote sensing Images
Awesome Object Detection And Recognition Datasets
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21
A collection of some awesome public object detection and recognition datasets.
Deepsum
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20
DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images (ESA PROBA-V challenge)
Fdcnn
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15
The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method
Deepsatdata
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13
Automatically create machine learning datasets from satellite images
Hydromst
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11
Source codes for groundwater pumping prediction using integrated remote sensing datasets and machine learning
Hrplanesv2 Data Set
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10
This repo contains the details of the HRPlanesv2, a high-resolution satellite imagery dataset for aircraft detection, as well as the benchmark results of experiments using YOLOv4, YOLOv5, and YOLOv8, along with the associated weight files.
Remote Sensing Object Detection With Oriented Bouding Box
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9
Some object detection codes for DOTA dataset
Changedetectionproject
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8
Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.
Cnn Based Hyperspectral Image Classification
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8
A TensorFlow implentation of fixed size kernel CNN
Land Use Land Cover Datasets
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7
List of datasets and codes for remote sensing LULC applications.
Rs Datasetshub
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7
A hub hosting essential remote sensing datasets.
Wildfire_research_resources
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6
A repository to be used as a resource in the wildfire area like the detection, forecasting, and segmentation of wildfires 🔥, after the heart-breaking wildfires in Turkey ❤️
Awesome Remote Sensing Relative Radiometric Normalization Datasets
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6
A. Moghimi, A. Mohammadzadeh, T. Celik and M. Amani, "A Novel Radiometric Control Set Sample Selection Strategy for Relative Radiometric Normalization of Multitemporal Satellite Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 3, pp. 2503-2519, March 2021, doi: 10.1109/TGRS.2020.2995394.
Geo Deeplearning
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6
A list of papers, resources, datasets and code on Deep Learnig applications in Satellite imagery
3dcd
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5
Remote sensing elevation (3D) change detection with deep learning
Espatools
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5
A lightweight Python package for simple loading of Landsat imagery as NumPy arrays
Atrain Cloudseg
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5
Official GitHub repository for the A-Train Cloud Segmentation Dataset.
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