Is there any PyTorch implementation for the deep dream?

epicure · June 24, 2017, 6:19am

There is the TF version of it

tensorflow/tensorflow/blob/master/tensorflow/examples/tutorials/deepdream/deepdream.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "colab_type": "text",
        "id": "xu2SVpFJjmJr"
      },
      "source": [
        "# DeepDreaming with TensorFlow"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "colab_type": "text",
        "id": "eALNdPq7iH9a"
      },
      "source": [
        "This example has moved.\n",

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and the original Caffe version of it

github.com

google/deepdream/blob/master/dream.ipynb

{
 "metadata": {
  "colabVersion": "0.3.1",
  "default_view": {},
  "name": "",
  "views": {}
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "markdown",
     "metadata": {
      "colab_type": "text",
      "id": "RMhGdYHuOZM8"
     },
     "source": [
      "# Deep Dreams (with Caffe)\n",

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and the Torch version of it

but I was unable to find the PyTorch version of it.

I’d like to port the TF version to PyTorch but not successful yet.

chenyuntc · June 26, 2017, 6:30am

Mayukh09 · September 11, 2020, 4:44am

Try looking at this colab notebook which is based on torch-dreams. You could use torch-dreams to generate deep-dreams on images and videos.

Torch-dreams works for a lot of pre-trained PyTorch models, it also works on any custom PyTorch model but that takes a bit more effort from the user.