mnpinto / banetLinks
A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images
☆41Updated 2 years ago
Alternatives and similar repositories for banet
Users that are interested in banet are comparing it to the libraries listed below
Sorting:
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆82Updated 6 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆106Updated 3 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆67Updated 5 years ago
- Experiments with satellite image data☆123Updated 6 years ago
- The SpaceNet 7 Baseline Algorithm☆34Updated 5 years ago
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆110Updated 2 years ago
- DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding☆46Updated 4 years ago
- ☆52Updated 2 years ago
- Satsense is a Python library for land use/cover classification using satellite imagery☆24Updated 5 years ago
- Winners of the Open Cities AI Challenge competition☆123Updated 2 years ago
- Baseline algorithm for the SpaceNet 6 Challenge☆37Updated 5 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆94Updated 2 years ago
- Land surface classification using remote sensing data with unsupervised machine learning (k-means).☆34Updated 6 years ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆69Updated 5 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆52Updated 2 years ago
- Deep learning for land cover mapping☆20Updated 4 years ago
- An LSTM to generate a crop mask for Togo☆30Updated 4 years ago
- Code for training and testing deep learning based land cover models.☆95Updated 2 years ago
- Machine learning for satellite image time series☆27Updated 6 years ago
- Models for the EarthNet2021 challenge.☆46Updated 2 months ago
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆30Updated 2 years ago
- Deep learning courses and projects☆95Updated 7 years ago
- ☆59Updated 4 years ago
- Dataset for training and evaluating tree detectors in urban environments with aerial imagery☆38Updated last year
- Multitemporal Cloud Masking in the Google Earth Engine☆72Updated 2 years ago
- ☆32Updated 9 months ago
- All the useful tools I have been using while working in data science for remote sensing☆11Updated 5 years ago
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆49Updated 6 months ago
- Cloud masking for Landsat-8 & Sentinel-2☆34Updated 3 years ago