deep_roots

deep_roots.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "deep_roots.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "private_outputs": true,
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/gist/mhashim6/bfe006aa5c25ed132c019e8d2675a29e/deep_roots.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "RshY-QrB4Rgj",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!git clone https://github.com/anishathalye/neural-style"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yqIsOoKU4Zqc",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "%cd neural-style/"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LdZ2Q0b4BI3R",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!wget http://www.vlfeat.org/matconvnet/models/imagenet-vgg-verydeep-19.mat"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NJP6pgB74hKa",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!pip install scipy==1.1.0"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Fd9Jkews5AB2",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!python neural_style.py --content input_1.jpg --styles style_2.jpg --output out_3.jpg --checkpoint-output out_3_{}.jpg --checkpoint-iterations 300 --preserve-colors"
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}