Stars
Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.
Mundi.ai is an open source, AI-native web GIS. Host, explore, and analyze spatial data.
Code examples for the book titled Introduction to GIS Programming
InSAR Explorer is a QGIS plugin designed for interactive visualization and analysis of InSAR time series results from SARvey
Open-source research software for InSAR time series analysis
Latex code for making neural networks diagrams
Implementation of Latent Diffusion Super-Resolution model for RGB-NIR Sen2 imagery.
A collection of resources and papers on Diffusion Models
Spatial Data Science: With Applications in R (source files)
Geocomputation with Python: an open source book
Datasets, Transforms and Models specific to Computer Vision
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
A simplified implementation of remote sensing change detection based on pytorch
Meidcal Image Segmentation Pytorch Version
Este repositório apresenta uma adaptação demonstrativa do módulo S2DR3, criado pela equipe Gamma Earth.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]
The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"
Official implementation for "JL1-CD: A New Benchmark for Remote Sensing Change Detection and a Robust Multi-Teacher Knowledge Distillation Framework"
Yet another repository for developing and benchmarking deep learning-based change detection methods.
Awesome Remote Sensing Toolkit based on PaddlePaddle.
A Change Detection Repo Standing on the Shoulders of Giants
A Pytorch-based toolbox for three different change detection tasks, including binary change detection (BCD), semantic change detection (SCD), and building damage assessment (BDA).
Deep learning models for remote sensing applications