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Search results for satellite semantic segmentation

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14 search results found

Raster Vision ⭐ 1,956

An open source library and framework for deep learning on satellite and aerial imagery.

Torchsat ⭐ 285

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

Eye In The Sky ⭐ 248

Satellite Image Classification using semantic segmentation methods in deep learning

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Spacenet_building_detection ⭐ 140

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

Senseearth2020 Changedetection ⭐ 124

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

Building Footprint Segmentation ⭐ 86

Building footprint segmentation from satellite and aerial imagery

Deepsatellitedata ⭐ 39

List of labelled remote sensing datasets for use in deep learning.

Broad Area Satellite Imagery Semantic Segmentation

Satellite Image Segmentation ⭐ 8

A prototype system for semantic segmentation of Satellite Images. The executable file is 700MB, model parameters are 40MB, and the computation cost is 266 in GFLOPS.

Unet_sem_seg ⭐ 8

Semantic segmentation of satellite imagery using U-nets (U-nets: https://arxiv.org/abs/1505.04597)

2017summer_duke ⭐ 6

Deep learning based semantic segmentation on satellite images

Remote Sensing Satellite Semantic Segmentation Using Deeplabv3 ⭐ 5

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