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23 search results found

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Awesome Geospatial ⭐ 3,703

Long list of geospatial tools and resources

Awesome Satellite Imagery Datasets ⭐ 3,381

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

Torchgeo ⭐ 2,067

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

Instancesegmentation_sentinel2 ⭐ 300

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

Awesome_satellite_benchmark_datasets ⭐ 231

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

Worldstrat ⭐ 197

The WorldStrat Dataset

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Pytorch Psetae ⭐ 98

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Scikit Eo ⭐ 83

A Python package for Remote Sensing Data Analysis

Deep Learning For Earth Observation ⭐ 56

Application of deep learning for earth observation.

Wildfire Forecasting ⭐ 49

Forecasting wildfire danger using deep learning.

Segmentation_gym ⭐ 39

A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler

Geetiles ⭐ 29

download Google Earth Engine datasets to tiles as geotiff arrays

Ssltransformerrs ⭐ 26

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision workshop - Best Student Paper Award

Dfc2020_baseline ⭐ 20

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data

ODEON stands for Object Delineation on Earth Observations with Neural network. It is an agnostic framework for deep learning applied to GIS industry

Dl For Satellite Image Analysis ⭐ 11

This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).

Hrplanesv2 Data Set ⭐ 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.

Making Deep Learning for Earth Observation more easy

Ukis Metrics ⭐ 6

numpy-based implementation of common performance metrics for semantic image segmentation

Remote sensing elevation (3D) change detection with deep learning

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1-23 of 23 search results

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