GeoSynth
Scene dataset
A synthetic dataset designed to improve performance in indoor scene perception tasks by providing detailed labels and photorealistic images.
Photorealistic Synthetic Dataset for Indoor Scene Understanding
40 stars
5 watching
0 forks
Language: Python
last commit: 12 months ago Related projects:
Repository | Description | Stars |
---|---|---|
google-research/cad-estate | A large dataset of 3D object and room layout annotations on RGB videos, designed to test automatic scene understanding methods. | 106 |
microsoft/aiforearthdatasets | A collection of geospatial data and supporting documentation for environmental sustainability and Earth science applications | 285 |
siml3/gps-net | A system for generating scene graphs from video data using a graph property sensing network architecture | 64 |
juliaearth/geostatsimages.jl | Provides preprocessed data for geostatistical simulations in Julia. | 15 |
oscarmcnulty/gta-3d-dataset | A dataset of 2D images and 3D data generated from the Grand Theft Auto game engine for object localization research. | 134 |
apple/arkitscenes | A large dataset of 3D indoor scenes captured with RGB-D data and processed for use in machine learning applications | 669 |
cesiumgs/3d-tiles | A specification and implementation framework for streaming massive heterogeneous 3D geospatial datasets | 2,150 |
mmann1123/pygis | An online textbook providing core geospatial functionality in Python, covering topics such as data handling, remote sensing, and machine learning. | 173 |
geostatsguy/resources | A collection of educational resources on spatial data analytics, geostatistics, and machine learning. | 375 |
ashual/scene_generation | A PyTorch implementation of a deep learning-based method for generating interactive scenes with specified object attributes and relations | 187 |
geoalchemy/geoalchemy | An extension to SQLAlchemy that provides support for geospatial data types and operations | 106 |
locationtech/geomesa | A suite of tools for working with large geo-spatial data in a distributed fashion | 1,435 |
cgre-aachen/gemgis | A Python-based library for simplifying access to spatial data processing for geological modeling and subsurface data analysis. | 263 |
brianhie/geosketch | A Python package implementing an algorithm to compactly summarize large datasets by preserving geometric relationships between data points | 75 |
haleyjeppson/ggmosaic | A package that generates various types of categorical data visualizations using ggplot2. | 168 |