Faiss Multilabel and Multiclass KNN Classifier Implementations

Code repository for paper "Pretrain Where? Investigating How Pretraining Data Diversity Impacts Geospatial Foundation Model Performance". Code, data and model weights will be made public soon.

SPAR: Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation

OmniOVCD

Efficient Universal Perception Encoder: a single on-device vision encoder with versatile representations that match or exceed specialized experts across multiple task domains.

[ICLR '26 Oral] Official repository of the paper "AnyUp: Universal Feature Upsampling".

[CVPR 2026] Official Code for "UPLiFT: Efficient Pixel-Dense Feature Upsampling with Local Attenders"

Fast Multi-dimensional Sparse Attention

Fields of The World — interactive browser demo for field boundary delineation

Seg2Change: Adapting Open-Vocabulary Semantic Segmentation Model for Remote Sensing Change Detection

[CVPR'26] AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors

Exploring Generalizable Remote Sensing Change Detection via Low-Rank Exchange Adaptation of Vision Foundation Model (AAAI 2026)

Official repository for "AM-RADIO: Reduce All Domains Into One"

LoMa: Local Feature Matching Revisited

[CVPR 2025 Best Paper Award] VGGT: Visual Geometry Grounded Transformer

[ESSD 2025 & IEEE DFC 2025 & CVPRW 2026] Bright: A globally distributed multimodal VHR dataset for all-weather disaster response

Official implementation of EoCD: Encoder only Remote Sensing Change Detection (CVPR Findings 2026)

This repo includes codes for Working with Satellite Data: An Introduction to Google Earth Engine

Techniques for deep learning with satellite & aerial imagery

Muggled SAM: Segmentation without the magic

[CVPR 2026 - Highlight] Official Implementation of "Retrieve and Segment: Are a Few Examples Enough to Bridge the Supervision Gap in Open-Vocabulary Segmentation?"

Repository for Brewing Stronger Features: Dual-Teacher Distillation for Multispectral Earth Observation [CVPR 2026 Highlight].

[ICME2024 Oral, JSTARS2025, TGRS2026] Change detection of remote sensing images

A unsupervised change detection framework based on contrastive learning.