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DSMAC
ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
Road network extraction from satellite imagery, with speed and travel time estimates
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020 & TPAMI 2023) https://arxiv.org/pdf/2011.09766.pdf
The dataset for drone based detection and tracking is released, including both image/video, and annotations.
[CVPR'W19-Oral] Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images"
Object detection with Satellite Images
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
This project focuses on development of an algorithm for Template Matching on aerial images by implementing classical Computer Vision based techniques and deep-learning based techniques.
GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
Dataset for MetaSLAM Challenge
ALITA: A Large-scale Incremental Dataset for Long-term Autonomy
RS5M: a large-scale vision language dataset for remote sensing
Official codes of CVPR22 paper "CVNet: Contour Vibration Network for Building Extraction"
The official repo of the CVPR 2020 paper "VecRoad: Point-based Iterative Graph Exploration for Road Graphs Extraction"
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Official code for CVPR 2022 (Oral) paper "Deep Visual Geo-localization Benchmark"
[IROS 2023] Official repository for "Long-range UAV Thermal Geo-localization with Satellite Imagery"
A high-altitude infrared thermal dataset for Unmanned Aerial Vehicle-based object detection
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning
PyTorch implementations of Generative Adversarial Networks.
Image-to-Image Translation in PyTorch
Official code for CVPR 2022 paper "Rethinking Visual Geo-localization for Large-Scale Applications"