DS3Lab / forest-predictionLinks
🛰 Deep learning for deforestation classification and forecasting in satellite imagery
☆27Updated 2 years ago
Alternatives and similar repositories for forest-prediction
Users that are interested in forest-prediction are comparing it to the libraries listed below
Sorting:
- Earth Observation dataset preprocessing tools for Deep Learning☆39Updated last year
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆20Updated 4 years ago
- Models for the EarthNet2021 challenge.☆46Updated 3 months ago
- Forecasting wildfire danger using deep learning.☆55Updated 3 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆82Updated 6 years ago
- Implementation and examples for Tile2Vec☆116Updated last year
- Rapid map creation with machine learning and earth observation data.☆76Updated last year
- ☆12Updated last month
- ☆57Updated 2 years ago
- ☆25Updated 8 years ago
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- A geospatial raster processing library for machine learning☆125Updated 2 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area…☆46Updated 2 years ago
- Earth observation framework for scaled-up processing in Python☆46Updated 2 months ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 3 years ago
- Predicting Fuel Load from earth observation data using Machine Learning☆17Updated 4 years ago
- Provides a SpatialDataGenerator class for accessing spatial data.☆19Updated 5 years ago
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆59Updated 2 years ago
- ☆43Updated 2 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆55Updated 2 years ago
- Python for Raw Sentinel-2 data (PyRawS) is an open-source software providing utilities to open and process Sentinel 2 RAW data, which cor…☆88Updated 2 weeks ago
- ☆60Updated last year
- Dynamically create image chips from STAC items☆34Updated this week
- A Satellite Time Series Dataset for Crop Type Identification☆209Updated 3 years ago
- ☆118Updated 3 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆67Updated 5 years ago
- ☆32Updated 10 months ago
- Deep learning for Earth Observation☆54Updated last year
- Collection of TensorFlow 2.0 code for Earth Observation applications☆94Updated 3 years ago