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Search results for pytorch satellite imagery

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17 search results found

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Torchgeo ⭐ 2,067

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

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Changeformer ⭐ 335

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

Torchsat ⭐ 285

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

Building Footprint Segmentation ⭐ 86

Building footprint segmentation from satellite and aerial imagery

Urban change model designed to identify changes across 2 timestamps

Deepdespeckling ⭐ 35

Lightweight Temporal Attention Pytorch ⭐ 23

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

Deep_typhoon ⭐ 20

Analysis satellite images of typhoons in deep-learning (CNN).

Land Cover Semantic Segmentation Pytorch ⭐ 18

🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).

Satellite Sam Dashboard ⭐ 12

This app integrates the Segment Anything Model (SAM) with Sentinel-2 data. The app is built using Dash Plotly and dash leaflet. It allows segmenting satellite images using the two ways provided by SAM: automatic mask generator and prompt segmentation (using points and bounding boxes).

Satellite Imagery To Map Translation Using Pix2pix Gan Framework ⭐ 9

PyTorch Implementation of Pix2Pix framework to train a U-Net with Generative Adversarial Network to map Satellite Imagery to an equivalent Map.

Shapobjectdetection ⭐ 8

SHAP-Based Interpretable Object Detection Method for Satellite Imagery

Spacenet7 Buildings Detection ⭐ 7

Building detection from the SpaceNet dataset using UNet.

Thecoloroutofspace ⭐ 6

Pytorch code for the paper "The color out of space: learning self-supervised representations for Earth Observation imagery"

Pytorch implementation of ResUnet and ResUnet ++

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