TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

An Open Framework for Architectural Caption and Attribute Data Enrichment via Street View Imagery

Official repository of "ViT-FIQA: Assessing Face Image Quality using Vision Transformers" - Accepted at ICCV 2025 Workshops

This repository represents the official implementation of the paper titled "Towards Generalizable Scene Change Detection (CVPR 2025)".

DAHiTra: UNET Architecture with Hierarchical Transformers for Automated Building Damage Assessment Using Satellite Imagery

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Changelog CI is a GitHub Action that enables a project to automatically generate changelogs

Supervised Change Detection for Floods. https://ieeexplore.ieee.org/document/9883132

Speaker change detection using SincNet and an LSTM/Transformer

PyTorch implementation for "Remote Sensing Change Detection Based on Multidirectional Adaptive Feature Fusion and Perceptual Similarity"

A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference …

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images

Code for transform between the json of labelme and VOC&COCO

Flood Detection with Google Earth Engine

Resources for deep learning with satellite & aerial imagery

A python library and collection of notebooks for making art with machine learning.

Download and visualize single or multiple classes from the huge Open Images v4 dataset

Satellite Image Segmentation for Flood Detection and Analysis using UNET with Resnet-34 as the back bone.

PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms

PyTorch package for KL-CPD algorithm for change point and anomaly detection in time series

The goal of this project is to analyze the dynamics of small fishing vessel fleets and provide information to help policy-makers design legislation to prevent Illegal, Unreported, and Unregulated (…

Code for Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images