mlverse/sparklyr-image-classification-demo: Sparklyr Image Classification Demo

This package is a sparklyr extension containing all required MVN dependencies and train+test data sets for a Sparklyr image classification demo. The goal of this demo is to leverage Apache Spark and Inception V3 (a pre-trained convolutional neural network for image analysis tasks) to build a scalable Spark ML pipeline capable of classifing images of cats and dogs accurately and efficiently.

Getting started

Package details

MaintainerYitao Li <yitao@rstudio.com>
LicenseApache License 2.0 | file LICENSE
Version0.0.1
URL https://github.com/mlverse/sparklyr-image-classification-demo
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mlverse/sparklyr-image-classification-demo")
mlverse/sparklyr-image-classification-demo documentation built on Dec. 21, 2021, 8:04 p.m.