ARKitScenes

Indoor scene dataset

A large dataset of 3D indoor scenes captured with RGB-D data and processed for use in machine learning applications

This repo accompanies the research paper, ARKitScenes - A Diverse Real-World Dataset for 3D Indoor Scene Understanding Using Mobile RGB-D Data and contains the data, scripts to visualize and process assets, and training code described in our paper.

GitHub

674 stars
26 watching
59 forks
Language: Python
last commit: 4 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
zillow/zind A large-scale dataset of indoor visual data with 360-degree panoramas and annotated room layouts for computer vision applications 178
ignacio-chiazzo/arkit ARKit project providing an example of building augmented reality experiences with SceneKit and ARCore-like functionality 374
geomagical/geosynth A synthetic dataset designed to improve performance in indoor scene perception tasks by providing detailed labels and photorealistic images. 40
csailvision/places365 Provides pre-trained deep learning models for scene classification on the Places365 dataset 1,935
ibm/max-scene-classifier An image classification model for recognizing physical places and locations 41
rajubd49/arkit-sample-objc An ARKit sample application demonstrating various augmented reality features and user interactions. 77
bjarnel/arkit-occlusion Demonstrates how to track and occlude objects with real-world geometry using ARKit+SceneKit in iOS apps. 349
kboy-silvergym/arkit-emperor A collection of ARKit samples providing various practical examples and techniques for building augmented reality experiences. 545
milipolo/arsolarplay This project demonstrates ARKit-based motion of the solar system 617
ashual/scene_generation A PyTorch implementation of a deep learning-based method for generating interactive scenes with specified object attributes and relations 188
oscarmcnulty/gta-3d-dataset A dataset of 2D images and 3D data generated from the Grand Theft Auto game engine for object localization research. 135
jagenjo/litescene.js A 3D scene graph library with a component-based node system and realistic rendering pipeline for WebGL 369
esri/i3s-spec Specification for delivering and persisting large 3D geographic data in a scalable and format-agnostic way 321
risteon/blender_kitti Tools and scripts to visualize large datasets from the KITTI dataset in Blender using Python 72