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dawsey's Projects

bbplot icon bbplot

R package that helps create and export ggplot2 charts in the style used by the BBC News data team

carcount icon carcount

estimate air polution in the city by utilising machine learning technique

cheatsheet icon cheatsheet

Repository for the cheatsheet and R code for generating the examples displayed.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data_science_capstone_project icon data_science_capstone_project

This repository contains the code for the final project in the Coursera Data Science Specialisation to build a text prediction shiny app..

explore_australia icon explore_australia

Access to Australia-wide public data for OZ Minerals/Unearthed Explorer challenge

fastai-v3 icon fastai-v3

Starter app for fastai v3 model deployment on Render

fastannotationtool icon fastannotationtool

A tool using OpenCV to annotate images for image classification, optical character reading, ...

findpeaks icon findpeaks

R Package to find peak values in a time series

powerai-counting-cars icon powerai-counting-cars

Run a Jupyter Notebook to detect, track, and count cars in a video using PowerAI Vision and OpenCV

raccoon_dataset icon raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

vehicle-detection icon vehicle-detection

Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

vehicle_counting_tensorflow icon vehicle_counting_tensorflow

"MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

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