Lists (22)
BRDF
bundle adjustment
change detection
cutlines
DSM
creating a DSMexplainable AI
Flight planning
GUI
pyQTImage Co-Registration
✨ Inspiration
labelling
Image annotation toolslidar classification
Motion Blur
Object Detection
optimisation
Orthorectification
python geospatial
rasterio
segmentation
Super-resolution
Tabular
templates, standards, convention
Templates, standards and conventions for creating and naming proejcts.Stars
Python library for high-accuracy water segmentation in satellite and aerial imagery, combining deep learning with NDWI and vector data for robust detection across multiple sensors and resolutions.
Quickly and accurately render even the largest data.
Tool to convert geopandas vector data into rasterized xarray data.
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
GeoPandas AI is an extension of GeoPandas allowing you to interact with your spatial data in natural language.
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
Repository of DELIVER dataset and CMNeXt models (CVPR 2023)
A Python library for making geographic flat-top hexagon grids like QGIS's `create grid` function
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
⚡ TabPFN: Foundation Model for Tabular Data ⚡
Naming conventions are helpful practices that teams follow to write code together.
Official Repo For OMG-LLaVA and OMG-Seg codebase [CVPR-24 and NeurIPS-24]
Orthorectify drone, aerial and satellite imagery.
Correct drone, aerial and satellite imagery to surface reflectance.
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
rio merge alternative optimized for large RGBA rasters
Seam carving with genetic algorithms for content-aware image resizing
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
An extension of GeoJSON that encodes topology! 🌐
Encode spatial data as topology in Python! 🌍 https://mattijn.github.io/topojson