Deep learning pretrained model on satellite imagery (Sentinel-2)
☆80Jul 29, 2019Updated 6 years ago
Alternatives and similar repositories for DeepSentinel
Users that are interested in DeepSentinel are comparing it to the libraries listed below
Sorting:
- Image classification on Sentinel-2 satellite imagery.☆40Jul 6, 2023Updated 2 years ago
- An LSTM to generate a crop mask for Togo☆32Nov 12, 2020Updated 5 years ago
- Determine land use and land cover classification based on Sentinel-2 satellite images with state-of-the-art performance 🛰☆27May 4, 2019Updated 6 years ago
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆60Aug 4, 2023Updated 2 years ago
- A Docker image for serving fast.ai models, mimicking the API of Tensorflow Serving☆121Feb 10, 2020Updated 6 years ago
- Remote-sensing-based crop mapping implemented using UNet architecture☆13Mar 26, 2021Updated 4 years ago
- Harmonization of Landsat and Sentinel 2 in Google Earth Engine, documentation and scripts☆133Jun 29, 2021Updated 4 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆35May 10, 2022Updated 3 years ago
- Deep Learning for Cloud Detection in Landsat-8 Data☆11Jan 31, 2018Updated 8 years ago
- ☆52Oct 3, 2023Updated 2 years ago
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆166Jul 25, 2024Updated last year
- Rapid satellite imagery object detection☆340Jul 16, 2021Updated 4 years ago
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆12May 26, 2022Updated 3 years ago
- Baseline algorithm for the SpaceNet 6 Challenge☆36Apr 2, 2020Updated 5 years ago
- Earth observation processing framework for machine learning in Python☆1,223Jan 15, 2026Updated 2 months ago
- Upscaling satellite imagery using GAN by 4 times☆16Mar 14, 2022Updated 4 years ago
- ☆11Jul 6, 2018Updated 7 years ago
- ArcGIS Python Toolbox for Search & Download of Sentinel-2 data (L1C/TOA, L2A/BOA) via DHuS (Copernicus Open Access Hub a.k.a. SciHub, or …☆39Aug 17, 2018Updated 7 years ago
- This repository is designated to detecting trucks using Sentinel-2 data.☆99Jun 12, 2020Updated 5 years ago
- The SpaceNet 7 Baseline Algorithm☆15Jun 30, 2022Updated 3 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆110Nov 19, 2021Updated 4 years ago
- ☆44Mar 14, 2018Updated 8 years ago
- SXL: Spatially explicit learning of geographic processes with auxiliary tasks☆15Nov 26, 2021Updated 4 years ago
- predicting vegetation health from precipitation and temperature☆12May 2, 2019Updated 6 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆100Sep 28, 2023Updated 2 years ago
- python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.☆33Feb 13, 2022Updated 4 years ago
- Frontend React app for https://water.blue-dot-observatory.com/☆27Feb 20, 2024Updated 2 years ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆25Oct 19, 2023Updated 2 years ago
- Balance your colors!☆32Jun 7, 2018Updated 7 years ago
- ☆33Oct 3, 2021Updated 4 years ago
- One-class classification in the absence of test data.☆31Dec 12, 2020Updated 5 years ago
- Examples of Earth observation workflows that extract valuable information from satellite imagery, giving you hints and ideas how to use t…☆53Jul 2, 2025Updated 8 months ago
- Sentinel-1 image pre-processing using snappy.☆103Mar 10, 2022Updated 4 years ago
- Estimate vegetation height from satellite images using deep learning.☆21Jun 17, 2022Updated 3 years ago
- How to use the VIIRS satellite data for night time lights.☆19Dec 4, 2016Updated 9 years ago
- Deep networks for Earth Observation☆483Oct 23, 2019Updated 6 years ago
- Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transpl…☆19Mar 9, 2023Updated 3 years ago
- 🛰📷🌏 Tweeting pictures taken by the Sentinel 2 satellite.☆37Aug 15, 2019Updated 6 years ago
- Interactive jupyter notebooks for pangeo tutorial events☆95Aug 10, 2020Updated 5 years ago