NASA-IMPACT / marine_debris_ML
Marine debris detection with commercial satellite imagery and deep learning.
☆87Updated 3 years ago
Alternatives and similar repositories for marine_debris_ML:
Users that are interested in marine_debris_ML are comparing it to the libraries listed below
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆99Updated 3 years ago
- ☆65Updated 9 months ago
- End-to-end workflow for generating high resolution cropland maps☆105Updated 2 months ago
- ☆57Updated 9 months ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆94Updated 3 years ago
- Examples of Earth observation workflows that extract valuable information from satellite imagery, giving you hints and ideas how to use t…☆47Updated 10 months ago
- ☆52Updated last year
- Quick Start Guide for MARIDA (Marine Debris Archive)☆65Updated last year
- Rapid map creation with machine learning and earth observation data.☆70Updated 4 months ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆154Updated last year
- A geospatial raster processing library for machine learning☆122Updated last year
- Awesome Spectral Indices in Python.☆201Updated 4 months ago
- Earth observation framework for scaled-up processing in Python☆42Updated last week
- ☆31Updated last year
- A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using http…☆47Updated last week
- Hydro -- A Foundation Model for Water in Satellite Imagery☆54Updated last month
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆148Updated 5 months ago
- ☆46Updated last month
- An interactive toolbox for downloading satellite imagery, applying image segmentation models, mapping shoreline positions and more. The m…☆59Updated this week
- A pipeline for detecting macro-plastics in coastal waters using Sentinel 2 data☆21Updated 2 months ago
- A Python package for Remote Sensing Data Analysis☆127Updated 5 months ago
- A toolkit that enables building damage assessments from remotely sensed imagery.☆97Updated last month
- Collection of TensorFlow 2.0 code for Earth Observation applications☆92Updated 2 years ago
- On-Demand Earth System Data Cubes (ESDCs) in Python☆181Updated 7 months ago
- Water Detect Algorithm☆204Updated 7 months ago
- Bridging Earth Observation data and Machine Learning in Python☆44Updated 2 years ago
- a deep model that segments water on multispectral images☆144Updated last year
- Multi-temporal Super-Resolution on Sentinel-2 Imagery using Deimos☆62Updated 3 years ago
- Earth Observation Data Analysis Library☆96Updated last week
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆88Updated last year