Blog

Recent projects I’ve been working on

A Dashboard for Crime in Los Angeles

Dashboard

pandas

GeoPandas

Plotly

Shiny

A Shiny dashboard for crimes reported and arrests made in Los Angeles from 2020 through 2024.

Implementing DiffEdit: Editing Images with Text Prompts

Computer Vision

Diffusion Models

Generative AI

We’ll implement DiffEdit by hand and show what it can do.

Building and Training a RetinaNet

Computer Vision

Object Detection

We’ll build a RetinaNet model and train it on PASCAL VOC.

Using Hugging Face Image Datasets with fastai

Computer Vision

Hugging Face

We’ll look at different ways of using fastai’s data pipeline with Hugging Face image datasets and find an efficient option.

Cleaning an Image Dataset with ResNet Embeddings and fastai

Computer Vision

We’ll clean up some problems in the Oxford-IIIT Pets dataset.