ndavid / EOTorchLoader
Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery
☆15Updated 3 years ago
Alternatives and similar repositories for EOTorchLoader
Users that are interested in EOTorchLoader are comparing it to the libraries listed below
Sorting:
- ☆12Updated last month
- Starter-pack for the AI4EO Food Security Challenge☆21Updated last year
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated last year
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated 2 weeks ago
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆44Updated 2 weeks ago
- Earth Observation dataset preprocessing tools for Deep Learning☆38Updated 8 months ago
- Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.☆16Updated 2 years ago
- AgriFieldNet Model for Crop Detection from Satellite Imagery☆19Updated 2 years ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12Updated 4 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆52Updated last year
- Code from the winning submissions for the On Cloud N: Cloud Cover Detection Challenge☆25Updated last year
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆19Updated 3 years ago
- Python implementation of image segmentation algorithm of Shepherd et al (2019) Operational Large-Scale Segmentation of Imagery Based on I…☆11Updated 2 months ago
- Sentinel-2 Cloud and Shadow Detection using Machine Learning☆15Updated 4 years ago
- Baseline algorithm for the SpaceNet 6 Challenge☆36Updated 5 years ago
- All the useful tools I have been using while working in data science for remote sensing☆11Updated 5 years ago
- ☆12Updated 3 weeks ago
- The Active Learning for Cloud Detection (ALCD) software enables to generate reference cloud masks which may be used to validate operation…☆17Updated this week
- The Galileo family of pretrained remote sensing models☆27Updated 3 months ago
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆19Updated 2 years ago
- ☆10Updated 3 years ago
- Sentinel-2 L1C and L2A Imagery with Fewer Clouds☆10Updated 4 years ago
- Rapid map creation with machine learning and earth observation data.☆72Updated 5 months ago
- Buteo - Geospatial Analysis Meets AI☆27Updated last month
- Deep learning for Earth Observation☆54Updated 9 months ago
- Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".☆29Updated 2 years ago
- Earth observation framework for scaled-up processing in Python☆44Updated last month
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images☆40Updated last year
- This repository contains the files for running the Patchify GUI.☆11Updated 3 years ago
- Using GAN to do super resolution of satellite images☆15Updated 4 years ago