seasonal-contrast is a ServiceNow Research project that was started at Element AI.
☆180Jul 25, 2024Updated last year
Alternatives and similar repositories for seasonal-contrast
Users that are interested in seasonal-contrast are comparing it to the libraries listed below
Sorting:
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆235Aug 10, 2025Updated 6 months ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆282Apr 20, 2024Updated last year
- ☆40Feb 22, 2024Updated 2 years ago
- official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'☆57Apr 4, 2024Updated last year
- Change Detection towards Bitemporal Quality Difference via Hierarchical Correlation Distillation☆10Apr 30, 2024Updated last year
- ☆13Sep 7, 2023Updated 2 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19May 2, 2025Updated 10 months ago
- 【TIP 2025】CFRL for Unsupervised Multimodal Change Detetion☆17Jan 25, 2026Updated last month
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆175Jul 16, 2025Updated 7 months ago
- 【GRSL 2021】ASEA for Change Detection☆12Oct 28, 2025Updated 4 months ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆58Apr 16, 2025Updated 10 months ago
- ☆235Jun 30, 2024Updated last year
- ☆60Mar 14, 2024Updated last year
- A dataset for deep learning based urban semantic chang detection.☆44Nov 3, 2025Updated 4 months ago
- ☆76Nov 1, 2023Updated 2 years ago
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆124Sep 30, 2025Updated 5 months ago
- The official implement of 《Overcome the Uncertainty Challenges in Detecting Building Changes from Remote Sensing Images》☆52Jan 6, 2026Updated 2 months ago
- ☆44Aug 1, 2023Updated 2 years ago
- Implementation of an out-of-distribution detection method for geospatial deployments and its related experiments.☆29Jan 8, 2025Updated last year
- [TGRS] Continuous urban change detection from satellite image time series☆34Jun 10, 2025Updated 8 months ago
- [ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange☆43Jan 5, 2024Updated 2 years ago
- ☆40Jan 3, 2025Updated last year
- [arXiv 2024] ChangeAnywhere: Sample generation for remote sensing change detection via semantic latent diffusion model☆30May 27, 2025Updated 9 months ago
- PyTorch implementation of SatCLIP☆359May 25, 2025Updated 9 months ago
- Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)☆67Oct 13, 2023Updated 2 years ago
- 🔥 Large Dataset for Remote Sensing Image Change Captioning and Detection☆34Jul 27, 2025Updated 7 months ago
- PyTorch implementation for SSLChange Framework☆22Nov 17, 2024Updated last year
- PyTorch implementation of popular datasets and models in remote sensing☆405May 7, 2023Updated 2 years ago
- Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images☆46Aug 26, 2025Updated 6 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Jan 23, 2023Updated 3 years ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆172Jun 28, 2025Updated 8 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆262Oct 30, 2025Updated 4 months ago
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆55Feb 10, 2026Updated 3 weeks ago
- The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"☆247Aug 4, 2025Updated 7 months ago
- ☆58Apr 2, 2024Updated last year
- ☆265Sep 24, 2025Updated 5 months ago
- Yet another repository for developing and benchmarking deep learning-based change detection methods.☆218Mar 17, 2023Updated 2 years ago
- Official Repository for ICCV 2021 Paper Titled as "Geography-Aware Self-Supervised Learning"☆45Dec 1, 2022Updated 3 years ago
- Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks.☆25Feb 24, 2026Updated last week