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a11s's Projects

atsea icon atsea

ATSEA: Augmented Telepresence in robot SEAfloor plastic cleanup. Not enough robots are used in the fight against ocean plastics. We present work on an underwater mixed reality telepresence system that utilises stereo vision for 3D plastic bottle object detection and audiovisual aids to assist ROV telemanipulation during plastic waste collection.

awesome-nerf icon awesome-nerf

A curated list of awesome neural radiance fields papers

clap icon clap

Contrastive Language-Audio Pretraining

datsci_methodology icon datsci_methodology

Jupyter Notebooks exploring Data Science Methodologies from IBM's Data Science Professional Certificate on Coursera

elsed icon elsed

ELSED: Enhanced Line SEgment Drawing

github-example icon github-example

This repository is a demonstration of how to create a Github repository and properly set it up

ibm-foursquare-api-capstone icon ibm-foursquare-api-capstone

Notebooks exploring k-means clustering of neighbourhoods in NYC and Toronto, and beyond, using Foursquare's API and python -- Used for the IBM Data Science Professional Certificate Foursquare API Capstone project.

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

ipfs-desktop icon ipfs-desktop

An unobtrusive and user-friendly desktop application for IPFS on Windows, Mac and Linux.

machine-learning-with-python icon machine-learning-with-python

Jupyter Notebooks exploring Machine Learning techniques -- regression, classification (K-nearest neighbour (KNN), Decision Trees, Logistic regression vs Linear regression, Support Vector Machine), clustering (k-means, Hierarchical Clustering, DBSCAN), sci-kit learn and SciPy -- and where it applies to the real world, including cancer detection, predicting economic trends, predicting customer churn, recommendation engines.

maths-for-ml icon maths-for-ml

Notes from Mathematics for Machine Learning course (Imperial College London, Coursera): Linear Algebra, Multivariate Calculus, Principal Component Analysis (PCA)

musiclm-pytorch icon musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

nerf icon nerf

Code release for NeRF (Neural Radiance Fields)

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

nerfusion icon nerfusion

NeRFusion: Towards Understanding Diffusion and NeRF in Spatial Computing (Work in progress)

neural-light-fields icon neural-light-fields

This repository contains the code for Learning Neural Light Fields with Ray-Space Embedding Networks.

new_website icon new_website

a fork of https://jonbarron.info/ for use in jekyll builds with markdown page updates

numpy icon numpy

Jupyter Notebooks exploring NumPy in Python from IBM's Data Science Professional Certificate on Coursera

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