pearsonkyle/Data-VisualizAR

Stars
309
Rank 134,703 (Top 3 %)
Language
C#
License
Apache License 2.0
Created about 5 years ago
Updated over 4 years ago

pearsonkyle/Data-VisualizAR

pearsonkyle

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Visualize data or 3D models (.obj) in augmented reality through the web with Google Poly, AR.js, flask.py (Mobile compatible)

Data-VisualizAR

Visualize 3D models (.obj) or data from an image using augmented reality

Mobile Application

Take a photo of any plot, select the inverse colormap and view it in 3D with augmented reality. A development project is available in the Unity/ folder

Try AR on the web!

No need to download an app

📱 Open this link on your phone https://tinyurl.com/web-ar-obj or use the QR code below
📷 Point camera at marker below

Web server

python web_ar.py

URL Paths:

/
/model
/video
/models/<name>
/poly/<id>

Features

Load models from google poly /poly/5NzgdDmbPwb

Web-VR Compatible

Create Interactive Paper Plots

Powered by AR.js

Tracking on an image such as a figure in a paper requires generating a feature set with this app: https://github.com/AR-js-org/NFT-Marker-Creator

Create 3D models from videos on your mobile phone

The app Display.land allows you to do photogrammetry from your mobile device and create 3D models with your camera e.g.

Feel free to use these 3D models as you please: https://poly.google.com/user/2E_yxXvhmYl

Artificial-Art

Create animated art pieces with machine learning using a DCGAN. Procedurally generate tiles for any type of mosaic.

Neural-Nebula

A deep conv. generative adversarial network trained on nebula and images of space

Signal-Alignment

Algorithms to align 1D signals via cross correlation and likelihood maximization.

Exoplanet-Artificial-Intelligence

Machine learning is used to search for signals of transiting exoplanets in planetary search surveys (e.g. Kepler and TESS).

Nbody-AI

A python 3 package for generating N-body simulations, computing transit timing variations (TTV) and retrieving orbit parameters from TTV measurements within a Bayesian framework using machine learning

pyduino_webapi

Instructable tutorial on controlling an arduino device via a web api in python

Exoplanet-Light-Curve-Analysis

A python package for modeling exoplanet light curves with nested sampling.

brave_ad_clicker

A Python bot to automatically close ads on the Brave browser

Mars-Machina

A deep conv. variational autoencoder is trained on digital terrain maps of Mars from HiRise/MRO. 3D surfaces are procedurally generated from the latent space in Unity

pyduino_leapmotion

Instructable tutorial for building a hand tracking robotic arm using python, arduino and a leap motion controller.

PhotometryTools

Tools for performing aperture and PSF photometry in real time

Unity-Variational-Autoencoder

A variational autoencoder made with tensorflow loaded into Unity for the procedural generation of 3D surfaces

HiRISE-3D-Model

A python tool for creating 3D Models (.obj, .glb, .gltf) of terrain maps in Blender

Planetary-Collision-VR

3D visualizations of planetary collisions in virtual reality with SteamVR and Unity.

Exo-Machina

A large language model, GPT-2, is trained on ~1.6M manuscript abstracts from the ArXiv. Fine-tuning is performed with the abstracts from NASA's ADS and the model is later used to generate text for a predictive keyboard

GeneticNeuralNetwork

A custom genetic algorithm is used to optimize the architecture of a deep neural network

Exoplanet-Mapping

A Spitzer IRAC data reduction pipeline and 3D exoplanet brightness model using spherical harmonics

G-Force-Flow

In this physics based platformer you must traverse an artificial gravity field inside a spatially tessellated void. Convert gravitational potential energy into kinetic energy as you swing, jump and phase your way through obstacles.

Exoplanet-Ionization

Compute alkali abundances in exoplanetary atmospheres subject to ionizing radiation.

Animated-LED-Strip

A programmable LED strip with animations from a Gemma M0 microcontroller and CircuitPython

Exoplanet-Transit-Periodogram

A custom transit periodogram which includes limb darkening effects. A transit model is quickly optimized using a linear least sq approach in order to derive a robust S/N measurement for a range of periods, durations and mid-transit epochs.

Stock-Suite

A collection of APIs and algorithms to trade stocks

Art-with-Depth

a collection of A.I. generated images with depth maps rendered on the web with p5js + glsl shader

3D-Abstract-Frames

A simple smart contract and a python script for minting non-fungible tokens (ERC 721) using the Polygon blockchain

Rayleigh-Scattering

Empirical fits to Rayleigh scattering cross section measurements in historic data of H2, N2 and CO2 (~300-900 nm).

Exoplanet-Mass-Fractionation

Atmospheric escape calculation for the crossover mass at which a heavier second constituent will not be dragged along with a lighter constituent (i.e. H).