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Daniel Dobson's Projects

auto_img_rect icon auto_img_rect

Compute Vanishing points using RANSAC and rectify the image

datasci-ctf icon datasci-ctf

A capture-the-flag exercise based on data analysis challenges

deepfacade icon deepfacade

Source code for paper DeepFacade: A Deep Learning Approach to Facade Parsing

facade2floorcount icon facade2floorcount

Floor count from street view imagery using learning-based façade parsing. All related code, links to datasets and annotations files will be published here. Release is pending, as code cleaning and addition of documentation is in the works.

first-react-app icon first-react-app

This repo is used to store my learnings from the create-react-app tutorial. The aim is to complete the tutorial with the additional functions.

geo1004.2022_hw02 icon geo1004.2022_hw02

The repo for the second assignment of the GEO1004 course (3D Modelling of the Built Environment)

geo1015.2122_hw02 icon geo1015.2122_hw02

The hw02 run-off modelling assignment for the course Digital Terrain Modelling.

geo1015.2122_hw03 icon geo1015.2122_hw03

This repository contains all the source code for the final (hw03) assignment for the course Digital Terrain Modelling (DTM). The assignment is about ground filtering, by performing 1. Ground filtering with TIN refinement (GFTIN) and 2. Cloth simulation filter algorithm (CSF)

ransac icon ransac

Robust model fitting for noisy data.

synthesis_project_adtree icon synthesis_project_adtree

This is the repo where Shenlang Du's AdTree is altered to fit the needs of the GEO1101 Synthesis project.

xiaohuluvpdetection icon xiaohuluvpdetection

This is a Python + OpenCV implementation of the Vanishing Point algorithm by Xiaohu Lu et al. - http://xiaohulugo.github.io/papers/Vanishing_Point_Detection_WACV2017.pdf

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