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Dec 13, 2020

DeepShroom: Phase One

This is the first of a series of posts about Project DeepShroom: an image-based mushroom species identifier. The first incarnation of the project was a convolutional neural network with 11 hidden layers built with a classical architecture using Keras. The final iteration of the model during this preliminary phase achieved…

7 min read

DeepShroom: Phase One
DeepShroom: Phase One

Nov 29, 2020

Imgo: Progress Update 5

Hello from Imgo! This is a blog series about my largest and most complex project to date, a home-made library, distributed through PyPi, whose aim is to streamline and facilitate various aspects of the data processing phase of image classification projects. …

4 min read

Imgo: Progress Update 5
Imgo: Progress Update 5

Nov 22, 2020

Imgo: Progress Update 4

Hello from Imgo! This is a blog series about my largest and most complex project to date, a home-made library, distributed through PyPi, whose aim is to streamline and facilitate various aspects of the data processing phase of image classification projects. …

3 min read

Imgo: Progress Update 4
Imgo: Progress Update 4

Nov 15, 2020

Imgo: Progress Update 3

Hello from Imgo! This is a blog series about my largest and most complex project to date, a home-made library, distributed through PyPi, whose aim is to streamline and facilitate various aspects of the data processing phase of image classification projects. …

5 min read

Imgo: Progress Update 3
Imgo: Progress Update 3

Nov 8, 2020

Imgo: Progress Update 2

Hello from Imgo! This is a blog series about my largest and most complex project to date, a home-made library, distributed through PyPi, whose aim is to streamline and facilitate various aspects of the data processing phase of image classification projects. …

3 min read

Imgo: Progress Update 2
Imgo: Progress Update 2

Oct 31, 2020

Imgo: Progress Update

Hello from Imgo! This is a blog series about my largest and most complex project to date, a home-made library, distributed through PyPi, whose aim is to streamline and facilitate various aspects of the data processing phase of image classification projects. …

5 min read

Imgo: Progress Update
Imgo: Progress Update

Oct 24, 2020

Imgo (ex. Imgup): Development Continues

In a collection of previous posts, I introduced Imgup, a library I created and made available for distribution through PyPi. This has been my largest and most complex project to date, and it is still in development. It has gone through several iterations and versions, each building on and resolving…

5 min read

Imgo (ex. Imgup_: Development Continues
Imgo (ex. Imgup_: Development Continues

Oct 18, 2020

Introducing Imgup Augtools

Following on from the introduction to my new module Uptools, this post will provide a brief overview of the sister module: Augtools. Augmenting Image Datasets with Uptools Augtools is a module that streamlines static data augmentation for computer vision projects. With Augtools, images can be read from disk, augmented using a number of different image…

10 min read

Introducing Imgup Augtools
Introducing Imgup Augtools

Oct 11, 2020

Introducing Imgup Uptools

A large portion of my machine learning projects to date have been centred around image classification, which involves many tedious and cumbersome preprocessing steps. One day, I decided to make a small function to automate one of these steps. …

8 min read

Introducing Imgup Uptools
Introducing Imgup Uptools

Oct 2, 2020

MicroProject: Pyfer

A Simple Cipher Algorithm Built in Python — I don’t think I’m exaggerating when I say that one of the worst things in the world is having to scroll through an entire life story before you finally get to the actual instructions of a recipe. I therefore apologise in advance for what follows. Most of my projects have…

12 min read

MicroProject: Pyfer
MicroProject: Pyfer
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