NOVA-IMS-Innovation-and-Analytics-Lab / publications
IMS Machine Learning Lab publications.
☆19Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for publications
- Data science for wildfire risk forecasting and monitoring☆25Updated 3 months ago
- Precision agriculture in the embedding space☆21Updated 10 months ago
- Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.☆43Updated 3 years ago
- Implementation of novel oversampling algorithms.☆32Updated 2 weeks ago
- Models for the EarthNet2021 challenge.☆43Updated 2 months ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆18Updated 3 years ago
- 🛰 🌴 AGBench is a Python library that benchmarks satellite-based aboveground biomass or carbon estimate maps.☆8Updated last month
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆44Updated 9 months ago
- Annual and in-season crop mapping in Kenya☆22Updated 3 years ago
- Starter-pack for the AI4EO Food Security Challenge☆22Updated last year
- ☆17Updated 6 years ago
- Estimate vegetation height from satellite images using deep learning.☆21Updated 2 years ago
- ☆30Updated last year
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆19Updated 3 years ago
- ☆34Updated last year
- This repository contains the files for running the Patchify GUI.☆11Updated 3 years ago
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆20Updated 4 years ago
- Buteo - Geospatial Analysis Meets AI☆25Updated this week
- MuseoToolBox : a python library for remote sensing scripts☆35Updated 4 years ago
- Progress towards global asset localisation using remote sensing and computer vision, beginning with solar PV.☆19Updated 4 years ago
- Detecting Burned Areas with Sentinel-2 remote sensing data using Deep Learning☆16Updated 3 years ago
- ☆18Updated last year
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated last year
- Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.☆63Updated 5 years ago
- ☆25Updated 2 years ago
- Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".☆27Updated last year
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆22Updated last year
- Machine learning for satellite image time series☆27Updated 5 years ago
- Time Series Metrics☆24Updated 5 months ago