/plushcap/analysis/activeloop/activeloop-a-simpsons-quick-start-guide-to-any-machine-learning-image-classification-project-with-organized-trackable-datasets

A Simpson's quick start guide to any Machine Learning image classification project with organized trackable datasets

What's this blog post about?

This article provides a comprehensive guide on how to efficiently start a multiclass classification project using Activeloop Hub's dataset management tool for deep learning applications, with a focus on computer vision. It demonstrates the process of preparing and manipulating datasets, including creating subsets, version controlling datasets, and training a simple CNN model. The example used is the Kaggle Simpsons Characters Dataset, which contains jpg images of every character directly taken and labeled from TV show episodes.

Company
Activeloop

Date published
May 26, 2021

Author(s)
Margaux Masson-...

Word count
2114

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.