Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.
☆114Jan 10, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".☆30Mar 24, 2023Updated 3 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Apr 7, 2022Updated 4 years ago
- Swipe Labeler is a Graphical User Interface based tool that allows rapid labeling of image data.☆28Oct 9, 2021Updated 4 years ago
- Extract Satellite Imagery from public constellations at scale☆80Jul 4, 2022Updated 4 years ago
- Build and Analyse Sentinel-2 Time Series☆12Jul 15, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Raster processing benchmarks for Python, R, and Julia packages☆29Oct 15, 2025Updated 9 months ago
- Generating AI-ready datasets in python for air quality and EO-related studies using Google Earth Engine☆90Aug 5, 2024Updated last year
- Official benchmark code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆186May 7, 2026Updated 2 months ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12May 23, 2020Updated 6 years ago
- Automate issue discovery for your projects against Lightning nightly and releases.☆46May 6, 2025Updated last year
- ☆13Dec 3, 2021Updated 4 years ago
- Intake plugin for xarray☆77Dec 12, 2024Updated last year
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆60Oct 2, 2023Updated 2 years ago
- Make your models invariant to changes in scale.☆169Feb 17, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- resources as addition to the updated version of the SSL4EO-S12 dataset, cf. https://arxiv.org/abs/2503.00168☆25Mar 24, 2026Updated 3 months ago
- A small demonstration of using WebDataset with ImageNet and PyTorch Lightning☆76Dec 19, 2023Updated 2 years ago
- A neural network emulator for BOXFIT☆10Nov 9, 2023Updated 2 years ago
- Scripts for working with GEE☆21Jul 11, 2023Updated 3 years ago
- Create time-series datacubes for supervised machine learning with ICEYE SAR images.☆85Dec 9, 2021Updated 4 years ago
- Google Earth Engine app☆25Dec 7, 2024Updated last year
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 3 years ago
- Templates for commonly used GitHub actions steps☆13Dec 13, 2024Updated last year
- An introductory papercraft spectrometry kit☆19Jul 11, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Reading HDF5 files with Zarr☆12Oct 5, 2021Updated 4 years ago
- A PyTorch Lightning Callback for pushing models to the Hugging Face Hub 🤗⚡️☆35May 13, 2022Updated 4 years ago
- Simple STAC Catalogs discovery tool.☆26Mar 26, 2025Updated last year
- Software and systems for improved information representation in Heliophysics☆13Updated this week
- Quickest way to share everything about your research within a single app☆37Oct 8, 2024Updated last year
- pyKML is a Python package for creating, parsing, manipulating, and validating KML documents.☆13Feb 10, 2024Updated 2 years ago
- Examples of different Spatial Interpolation approaches in R☆20Jan 20, 2022Updated 4 years ago
- ☆21Sep 29, 2021Updated 4 years ago
- A differentiation API for PyTorch☆30Jun 21, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A simple script to create geo-tagged image chips from high-resolution RS images for training deep learning models such as U-net.☆14Jun 29, 2021Updated 5 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆26May 22, 2024Updated 2 years ago
- An implementation of the temporal cluster matching method for detecting change in structure footprints from time series of remotely sense…☆22Nov 3, 2021Updated 4 years ago
- The Case for a Centralized Earth Observation Vector Embeddings Catalog☆18Jun 5, 2025Updated last year
- Rust bindings to the most excellent PDAL point-cloud processing library.☆15Apr 11, 2024Updated 2 years ago
- High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.☆245Feb 4, 2026Updated 5 months ago
- Bayesian power spectral analysis tools☆16Jul 18, 2016Updated 10 years ago