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Dea Notebooks ⭐ 399

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Instancesegmentation_sentinel2 ⭐ 300

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

Eurocrops ⭐ 116

The official repository for the EuroCrops dataset.

Utae Paps ⭐ 71

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

Land Cover Classification Using Sentinel 2 Dataset ⭐ 58

Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

Time Lapse ⭐ 44

Python scripts for creating time lapse videos and gifs from Sentinel-2 images

Sentinelloader ⭐ 34

Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area of interest.

Ee_repository_stats ⭐ 14

Scraping, parsing, and analyzing every public Earth Engine repository

Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.

Geospatial (Sentinel2 Multi-Spectral) support for fastai

Jupyter_sentinel2_grass_gis ⭐ 5

Jupyter notebook: GRASS GIS 8 and processing of multitemporal EO data

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