spaceml-org / Self-Supervised-LearnerLinks
Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.
☆113Updated 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
Sorting:
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 3 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆82Updated 6 years ago
- Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".☆29Updated 2 years ago
- Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery☆61Updated 6 years ago
- Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.☆68Updated 3 years ago
- Weights & Biases benchmark for drought prediction☆55Updated last year
- ☆25Updated 3 years ago
- Winners of the Open Cities AI Challenge competition☆124Updated last year
- List of machine learning competitions for satellite imagery and remote sensing.☆11Updated 6 years ago
- Experiments with satellite image data☆121Updated 5 years ago
- Winners of DrivenData's Overhead Geopose Challenge☆27Updated last year
- IceData: Datasets Hub for the *IceVision* Framework☆49Updated 3 years ago
- The winning solutions for the SpaceNet 6 Challenge☆74Updated 4 years ago
- ☆33Updated last year
- This easy-to-use library is a data transformer sometimes useful in Object Detection and Segmentation tasks. With only a few lines of code…☆75Updated 3 years ago
- GeoLifeCLEF challenge toolkit and starter code☆58Updated 10 months ago
- Semantic Segmentation with Pytorch-Lightning☆63Updated 4 years ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12Updated 5 years ago
- Running segment-anything image embedding, prompting, and mask generation as torchserve services☆95Updated 10 months ago
- A Benchmark for Semantic Segmentation of Waterbody Images☆49Updated 7 months ago
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆75Updated 2 years ago
- Earth Observation dataset preprocessing tools for Deep Learning☆39Updated 11 months ago
- Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training☆177Updated 3 years ago
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images☆40Updated 2 years ago
- ☆20Updated 3 years ago
- Rapid map creation with machine learning and earth observation data.☆75Updated 9 months ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆54Updated last year
- ☆114Updated 2 years ago
- Reference data processing code and model for the xView3 prize challenge.☆49Updated 3 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago