descarteslabs / contrastive_sensor_fusionLinks
Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".
☆29Updated 2 years ago
Alternatives and similar repositories for contrastive_sensor_fusion
Users that are interested in contrastive_sensor_fusion are comparing it to the libraries listed below
Sorting:
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 3 years ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12Updated 5 years ago
- [Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Network☆16Updated 3 years ago
- Demo for label super resolution using epitomes☆9Updated 3 years ago
- ☆13Updated 2 years ago
- Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery☆61Updated 6 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- Official Repository for ICCV 2021 Paper Titled as "Geography-Aware Self-Supervised Learning"☆44Updated 2 years ago
- codes for TGRS paper: Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast☆12Updated 4 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 2 months ago
- ☆56Updated 2 years ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆19Updated 4 years ago
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)☆10Updated 2 years ago
- ☆24Updated 8 years ago
- Earth Observation dataset preprocessing tools for Deep Learning☆39Updated 10 months ago
- ☆26Updated last year
- ☆12Updated last week
- TensorFlow implementation of "Accurate Image Super-Resolution Using Very Deep Convolutional Networks" adapted for working with geospatial…☆32Updated 6 years ago
- Satellite Image Augmetation with GANs☆19Updated 3 years ago
- ☆27Updated last year
- AgriFieldNet Model for Crop Detection from Satellite Imagery☆19Updated 2 years ago
- 🌍 Code accompanying the article "Self-Supervised Learning for Scene Classification in Remote Sensing: current State of the Art and Persp…☆12Updated 2 years ago
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆19Updated 2 years ago
- A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding☆39Updated last year
- ☆13Updated 2 years ago
- Observe the dataset of images and targets in few shots☆11Updated 2 years ago
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆70Updated 2 years ago
- Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Ma…☆41Updated 4 years ago
- Repo for Predicting Livelihood Indicators from Community-Generated Street-Level Imagery (AAAI21).☆20Updated 2 years ago
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆84Updated last year