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Deep Visualization Toolbox

Jason Yosinski · demo · Watch on YouTube

Machine learning & deep learningComputer vision, speech & NLPData visualization & information design

What it is

A short demo of the Deep Visualization Toolbox, which shows the activations inside a convolutional neural network as it processes live camera input. Viewers see individual units responding to edges, faces and text.

Why Hacker News recommends it

HN points to it as an intuitive way to see what hidden layers of a convnet learn, and as a reference for hierarchical feature learning.

  • 1 people recommended it
  • 1 different months
  • 0 strong recommendations
  • first 2016, last 2025

What HN commenters said

  1. “Highly recommend this video on the Deep Visualization Toolbox”

    Understand how convnets work through visualization.

    rkaplan, 2016-04 · Recommendation · in “What convolutional neural networks look at when they see nudity”

Excerpts from Hacker News comments, linked to the originals. Summaries and labels were written by a language model from those comments.

Topics: convnets, feature visualization, caffe, interpretability, computer vision

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