radiantearth / ml4eo-bootcamp-2021
Machine Learning for Earth Observation Training of Trainers Bootcamp
☆92Updated 2 years ago
Related projects: ⓘ
- Reproducing the "End-to-End Google Earth Engine" course using Jupyter Notebooks and geemap.☆73Updated 3 years ago
- End-to-end workflow for generating high resolution cropland maps☆100Updated last week
- Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.☆75Updated 4 years ago
- On-Demand Earth System Data Cubes (ESDCs) in Python☆163Updated last month
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆149Updated last year
- A Python package for Remote Sensing Data Analysis☆126Updated last year
- Awesome Spectral Indices in Python.☆186Updated last month
- A Python package for installing commonly used packages for geospatial analysis and machine learning with only one command.☆135Updated last month
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆71Updated 3 years ago
- A collection of 300+ examples for using Earth Engine and the geemap Python package☆131Updated 4 years ago
- Bridging Earth Observation data and Machine Learning in Python☆42Updated 2 years ago
- Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open…☆174Updated this week
- This is an collection of blog posts turned into a course format☆86Updated 4 years ago
- ☆46Updated this week
- 🛰️ List of earth observation companies and job sites☆126Updated 2 months ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆63Updated 4 years ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆90Updated 3 years ago
- Image segmentations of trees outside forest☆160Updated last month
- GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)☆75Updated last week
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆74Updated 11 months ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆91Updated last year
- A Google Earth Engine API (interactive dashboard) for satellite-based global climate hazard analysis (urban heat, landcover changes, etc)…☆38Updated last year
- ☆128Updated 4 years ago
- ☆39Updated this week
- An ecosystem of data, models and code pipelines to tackle flooding with ML☆133Updated 2 months ago
- List of all datasets included in Google Earth Engine (generated from https://developers.google.com/earth-engine/datasets/catalog/)☆74Updated this week
- A geospatial raster processing library for machine learning☆123Updated 10 months ago
- Flood Python Toolbox☆164Updated this week
- Sample Jupyter notebooks for EOdal☆40Updated 10 months ago
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆54Updated last month