# Visualization-of-VGG19-Output-Layer

**Repository Path**: stemcell/Visualization-of-VGG19-Output-Layer

## Basic Information

- **Project Name**: Visualization-of-VGG19-Output-Layer
- **Description**: Aim to visualize the final fully-connected layer's hidden units This is an implemetation of Visualizing higher-layer features of a deep network

    find the optimal stimulus for each unit by performing gradient descent in image space to maximize the units activation

See Visualization-of-VGG19.ipynb for the codes and results
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2018-07-04
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# VGG19 VISUALIZATION
Aim to visualize the final fully-connected layer's hidden units
This is an implemetation of [Visualizing higher-layer features of a deep network](http://igva2012.wikispaces.asu.edu/file/view/Erhan+2009+Visualizing+higher+layer+features+of+a+deep+network.pdf)
> find the optimal stimulus for each unit by performing gradient descent in image space to maximize the units activation

See Visualization-of-VGG19.ipynb for the codes and results