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Hi there 👋

My name is Ollie, I am a 3rd Year PhD Student working at the Machine Intelligence Laboratory at the Cambridge University Engineering Department, supervised by Prof. Roberto Cipolla.

My research interest is in accurate shape reconstruction from mobile phone images. My PhD is sponsored by Trya Srl, and I am working with them on developing methods for foot reconstruction, aiming to revolutionise the digital shoe shopping experience.

Projects

🦶 FOUND [WACV 2024] - Fitting FIND to images using predicted surface normals  

🦶 FIND [BMVC 2022] - Generative implicit foot model  

🐶 WLDO [ECCV 2020] - Dog reconstruction from single view images  

Tools and packages

🎥 BlenderSynth - Blender synthetic dataset producer  

📊 sslap - Super-sparse linear assignment problem solver  

🖌️ Mesh labeller - Tool for labelling semantics on a mesh surface  

📐 PyTorch ARAP - As-Rigid-As-Possible implementation in PyTorch  

Datasets

🦶 SynFoot - Large synthetic dataset of foot images with masks, surface normals & keypoints  

🦶 Foot3D - 3D foot scans & multiview reconstruction benchmark  

🐶 StanfordExtra - 12K 2D keypoints & segmentations dogs in-the-wild  

Ollie Boyne's Projects

awesome-blender icon awesome-blender

🪐 A curated list of awesome Blender addons, tools, tutorials; and 3D resources for everyone.

dog-dynamics icon dog-dynamics

Code used as part of Master's Project: Estimation of Canine Dynamics from Monocular Video

find icon find

Code for the Foot Implicit Neural Deformation model

found icon found

Official code for FOUND: Foot Optimisation with Uncertain Normals for Surface Deformation using Synthetic Data

oarp icon oarp

Ordering and Alignment of Rigid Pointclouds

pfhm icon pfhm

Python Function HeatMap tool

pytorch-arap icon pytorch-arap

Pytorch implementation of the As-Rigid-As-Possible mesh deformation algorithm

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

smal-fitter icon smal-fitter

Fitting Skinned Multi Linear Animal Model (SMAL) to other meshes

sslap icon sslap

Auction Algorithm for Sparse Linear Assignment Problems

supr icon supr

Implementation of SUPR to work with FIND framework

viseng icon viseng

Visualisation library for producing graphics from Python's Matplotlib

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