spaceml-org / Self-Supervised-Learner
Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.
☆111Updated 2 years ago
Alternatives and similar repositories for Self-Supervised-Learner:
Users that are interested in Self-Supervised-Learner are comparing it to the libraries listed below
- Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery☆60Updated 6 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 2 years ago
- Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.☆66Updated 3 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆80Updated 5 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆52Updated last year
- A tool for developing remote sensing datasets and models.☆30Updated this week
- Rapid map creation with machine learning and earth observation data.☆70Updated 4 months ago
- Earth Observation dataset preprocessing tools for Deep Learning☆38Updated 7 months ago
- Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".☆29Updated 2 years ago
- A geospatial raster processing library for machine learning☆122Updated last year
- Running segment-anything image embedding, prompting, and mask generation as torchserve services☆94Updated 5 months ago
- 🛰 Deep learning for deforestation classification and forecasting in satellite imagery☆26Updated last year
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images☆40Updated last year
- GeoLifeCLEF challenge toolkit and starter code☆59Updated 5 months ago
- ☆56Updated 4 years ago
- Models for the EarthNet2021 challenge.☆44Updated 6 months ago
- Winners of the Open Cities AI Challenge competition☆124Updated last year
- A Benchmark for Semantic Segmentation of Waterbody Images☆43Updated 2 months 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…☆73Updated 6 months ago
- Code execution runtime for the Cloud Cover competition☆11Updated 3 years ago
- ☆42Updated last year
- Official repo for 'Generating Physically-Consistent Satellite Imagery for Climate Visualizations'☆18Updated 4 months ago
- Overview of the Low Altitude Disaster Imagery (LADI) Dataset☆31Updated 2 weeks ago
- Weights & Biases benchmark for drought prediction☆54Updated 8 months ago
- ☆25Updated 2 years ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated last year
- Pretrained remote sensing models for the rest of us.☆132Updated last year
- Implementation and examples for Tile2Vec☆113Updated last year
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆73Updated last year
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆99Updated 3 years ago