Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Techniques	7,678		15 days ago			2	apache-2.0
Techniques for deep learning with satellite & aerial imagery
Awesome Satellite Imagery Datasets	3,381		2 years ago				mit
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Torchgeo	2,067	4	3 months ago	10	November 10, 2023	123	mit	Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
Ternausnetv2	500		4 years ago			14	bsd-3-clause	Jupyter Notebook
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Open Solution Mapping Challenge	363		3 years ago			53	mit	Python
Open solution to the Mapping Challenge :earth_americas:
Label Maker	358		3 years ago	18	November 19, 2020	40	mit	Python
Data Preparation for Satellite Machine Learning
Satellite Imagery Datasets Containing Ships	340		25 days ago				mit
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
Changeformer	335		4 months ago				mit	Python
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
Instancesegmentation_sentinel2	300		a year ago			1		Jupyter Notebook
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Torchsat	285		4 years ago	4	April 20, 2018	3	mit	Python
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

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Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

most recent commit 15 days ago

Awesome Satellite Imagery Datasets ⭐ 3,381

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

most recent commit 2 years ago

Torchgeo ⭐ 2,067

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

dependent packages 4total releases 10most recent commit 3 months ago

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

most recent commit 4 years ago

Open Solution Mapping Challenge ⭐ 363

Open solution to the Mapping Challenge :earth_americas:

most recent commit 3 years ago

Label Maker ⭐ 358

Data Preparation for Satellite Machine Learning

total releases 18most recent commit 3 years ago

Satellite Imagery Datasets Containing Ships ⭐ 340

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

most recent commit 25 days ago

Changeformer ⭐ 335

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

most recent commit 4 months ago

Instancesegmentation_sentinel2 ⭐ 300

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

most recent commit a year ago

Torchsat ⭐ 285

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

total releases 4most recent commit 4 years ago

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Skeyenet vs Satellite Imagery Datasets Containing Ships

Skeyenet vs Changeformer

Skeyenet vs Instancesegmentation_sentinel2

Skeyenet vs Torchsat

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