fastai - avanwyk

African Antelope: A Case Study of Creating an Image Dataset with FastAI

6 years ago 10 min read fastai deep learning data science

An end-to-end example of how to create your own image dataset from scratch and train a ResNet50 convolutional neural network for image classification using the FastAI library.

FastAI Installation and Setup

6 years ago 2 min read fastai

Instructions for installing FastAI v1 within a freshly created Anaconda virtual environment.

CDC Mortality Prediction with FastAI for Tabular Data

6 years ago 5 min read fastai deep learning

This post will cover getting started with FastAI v1 at the hand of tabular data. It is aimed at people that are at least somewhat familiar with deep learning, but not necessarily with using the FastAI v1 library.