DS3Lab / forest-predictionLinks
π° Deep learning for deforestation classification and forecasting in satellite imagery
β27Updated 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:
- Learning to predict crop type from heterogeneous sparse labels using meta-learningβ20Updated 4 years ago
- Rapid map creation with machine learning and earth observation data.β76Updated 10 months ago
- Annual and in-season crop mapping in Kenyaβ24Updated 4 years ago
- Models for the EarthNet2021 challenge.β46Updated last month
- Deep learning pretrained model on satellite imagery (Sentinel-2)β82Updated 6 years ago
- Earth Observation dataset preprocessing tools for Deep Learningβ39Updated last year
- β57Updated 2 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020β67Updated 5 years ago
- A tool for developing remote sensing datasets and models.β44Updated this week
- Forecasting wildfire danger using deep learning.β54Updated 3 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imageryβ15Updated 3 years ago
- Predicting Fuel Load from earth observation data using Machine Learningβ17Updated 4 years ago
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Fulβ¦β58Updated 2 years ago
- β12Updated 3 months ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Boardβ54Updated 2 years ago
- β24Updated 8 years ago
- Dynamically create image chips from STAC itemsβ34Updated last week
- Earth observation framework for scaled-up processing in Pythonβ46Updated 2 weeks ago
- Extract Satellite Imagery from public constellations at scaleβ77Updated 3 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applicationsβ93Updated 2 years ago
- Starter-pack for the AI4EO Food Security Challengeβ21Updated 2 years ago
- a deep model that segments water on multispectral imagesβ151Updated 2 years ago
- Deep learning for Earth Observationβ54Updated last year
- Lightweight Python application for sorting images in your datasetβ21Updated 3 years ago
- β117Updated 3 years ago
- This repository contains the files for running the Patchify GUI.β11Updated 3 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publicationβ106Updated 3 years ago
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observationβ¦β86Updated last year
- Exploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Taskβ¦β15Updated 7 years ago
- Mapping glaciers in the Hindu Kush Himalaya, in partnership with ICIMOD.β42Updated 2 years ago