Python – Hutsons-hacks

Using ControlNet models to remodel my living room

PythonGary Hutson09/03/20230

This post will use an old image of my house before I bought it, and remodelled the living room, to see how this model could be used to make suggestions on how it could be further remodelled. We will be using a suite of pre-trained ControlNet models, trained on hours of GPU time, to then…

Few Shot Learning with SetFit

PythonGary Hutson24/02/20230

HuggingFace have been working on a model that can be used for small datasets. The aim is to leverage the pretrained transformer and use contrastive learning to augment and extend the dataset, by using similar labels that share a same dimensional space. In this tutorial I will talk you through what SetFit is and how…

PythonGary Hutson05/01/20230

Category: Python

Using ControlNet models to remodel my living room

Few Shot Learning with SetFit

Stable Diffusion model for generating images of Fjords

Stable Diffusion application with Streamlit

Hyperparameter tuning a Transformer with Optuna

Build a PyTorch regression MLP from scratch

I know dictionaries, but what is a DefaultDict?

Narly NamedTuples in Python

Automating and downloading Google Chrome images with Selenium

Working with multiple arguments in a Python function using args and kwargs