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13 search results found

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

Senseearth2020 Changedetection ⭐ 124

1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

Awesome Remote Image Captioning ⭐ 55

A list of awesome remote sensing image captioning resources

The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"

[CVPR'23] Probability-based Global Cross-modal Upsampling for Pansharpening

Remote Sensing Image Semantic Segmentation Tf2 ⭐ 29

The remote sensing image semantic segmentation repository based on tf.keras includes backbone networks such as resnet, densenet, mobilenet, and segmentation networks such as deeplabv3+, pspnet, panet, and refinenet.

[TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector oriented Self-Similarity Network for Hyperspectral Image Classification'

Deepaerialmatching_pytorch ⭐ 12

Official Implementation of Deep Aerial Image Matching using PyTorch

Ams M2esl ⭐ 8

[TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification'

An Enhanced Deep Convolutional Model for Spatiotemporal Image Fusion

Retinanet Pytorch ⭐ 6

A RetinaNet Pytorch Implementation on remote sensing images and has the similar mAP result with RetinaNet in MMdetection.

Atrain Cloudseg ⭐ 5

Official GitHub repository for the A-Train Cloud Segmentation Dataset.

Multiviewcropclassification ⭐ 5

Public repository of our IGARSS 2023 submission

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