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Created July 2, 2015 20:19
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "RMhGdYHuOZM8"
},
"source": [
"# Deep Dreams (with Caffe)\n",
"\n",
"This notebook demonstrates how to use [Caffe](http://caffe.berkeleyvision.org/) neural network framework to produce \"dream\" visuals shown in the [Google Research blog post](http://googleresearch.blogspot.ch/2015/06/inceptionism-going-deeper-into-neural.html).\n",
"\n",
"It'll be interesting to see what imagery people are able to generate using the described technique. If you post images to Google+, Facebook, or Twitter, be sure to tag them with **#deepdream** so other researchers can check them out too.\n",
"\n",
"##Dependences\n",
"This notebook is designed to have as few depencences as possible:\n",
"* Standard Python scientific stack: [NumPy](http://www.numpy.org/), [SciPy](http://www.scipy.org/), [PIL](http://www.pythonware.com/products/pil/), [IPython](http://ipython.org/). Those libraries can also be installed as a part of one of scientific packages for Python, such as [Anaconda](http://continuum.io/downloads) or [Canopy](https://store.enthought.com/).\n",
"* [Caffe](http://caffe.berkeleyvision.org/) deep learning framework ([installation instructions](http://caffe.berkeleyvision.org/installation.html)).\n",
"* Google [protobuf](https://developers.google.com/protocol-buffers/) library that is used for Caffe model manipulation."
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"id": "Pqz5k4syOZNA"
},
"outputs": [],
"source": [
"# imports and basic notebook setup\n",
"from cStringIO import StringIO\n",
"import numpy as np\n",
"import scipy.ndimage as nd\n",
"import PIL.Image\n",
"from IPython.display import clear_output, Image, display\n",
"from google.protobuf import text_format\n",
"import scipy.io\n",
"\n",
"mean_fn = model_path + 'hybridCNN_mean.binaryproto'\n",
"\n",
"proto_data = open(mean_fn, 'rb' ).read()\n",
"a = caffe.proto.caffe_pb2.BlobProto.FromString(proto_data)\n",
"mean = caffe.io.blobproto_to_array(a)[0]\n",
"\n",
"print len(mean)\n",
"\n",
"import caffe\n",
"\n",
"def showarray(a, fmt='jpeg'):\n",
" a = np.uint8(np.clip(a, 0, 255))\n",
" f = StringIO()\n",
" PIL.Image.fromarray(a).save(f, fmt)\n",
" display(Image(data=f.getvalue()))"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "AeF9mG-COZNE"
},
"source": [
"## Loading DNN model\n",
"In this notebook we are going to use a [GoogLeNet](https://github.com/BVLC/caffe/tree/master/models/bvlc_googlenet) model trained on [ImageNet](http://www.image-net.org/) dataset.\n",
"Feel free to experiment with other models from Caffe [Model Zoo](https://github.com/BVLC/caffe/wiki/Model-Zoo). One particulary interesting [model](http://places.csail.mit.edu/downloadCNN.html) was trained in [MIT Places](http://places.csail.mit.edu/) dataset. It produced many visuals from the [original blog post](http://googleresearch.blogspot.ch/2015/06/inceptionism-going-deeper-into-neural.html)."
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"id": "i9hkSm1IOZNR"
},
"outputs": [
{
"ename": "ValueError",
"evalue": "Mean shape incompatible with input shape.",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-41-bb350e7a6c51>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 12\u001b[0m net = caffe.Classifier('tmp.prototxt', param_fn,\n\u001b[1;32m 13\u001b[0m \u001b[0mchannel_swap\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 14\u001b[0;31m mean = mean) # the reference model has channels in BGR order instead of RGB\n\u001b[0m\u001b[1;32m 15\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0;31m# a couple of utility functions for converting to and from Caffe's input image layout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/teklof/Documents/Programming/caffe/python/caffe/classifier.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, model_file, pretrained_file, image_dims, mean, input_scale, raw_scale, channel_swap)\u001b[0m\n\u001b[1;32m 32\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransformer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_transpose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0min_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 33\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mmean\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 34\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransformer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_mean\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0min_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmean\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 35\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0minput_scale\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 36\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransformer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_input_scale\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0min_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minput_scale\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/teklof/Documents/Programming/caffe/python/caffe/io.pyc\u001b[0m in \u001b[0;36mset_mean\u001b[0;34m(self, in_, mean)\u001b[0m\n\u001b[1;32m 253\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Mean shape invalid'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 254\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mms\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0min_\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 255\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Mean shape incompatible with input shape.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 256\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmean\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0min_\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmean\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 257\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mValueError\u001b[0m: Mean shape incompatible with input shape."
]
}
],
"source": [
"model_path = '../caffe/models/hybridCNN/' # substitute your path here\n",
"net_fn = model_path + 'hybridCNN_deploy.prototxt'\n",
"param_fn = model_path + 'hybridCNN_iter_700000.caffemodel'\n",
"\n",
"# Patching model to be able to compute gradients.\n",
"# Note that you can also manually add \"force_backward: true\" line to \"deploy.prototxt\".\n",
"model = caffe.io.caffe_pb2.NetParameter()\n",
"text_format.Merge(open(net_fn).read(), model)\n",
"model.force_backward = True\n",
"open('tmp.prototxt', 'w').write(str(model))\n",
"\n",
"net = caffe.Classifier('tmp.prototxt', param_fn,\n",
" channel_swap = (2,1,0),\n",
" mean = mean) # the reference model has channels in BGR order instead of RGB\n",
"\n",
"# a couple of utility functions for converting to and from Caffe's input image layout\n",
"def preprocess(net, img):\n",
" return np.float32(np.rollaxis(img, 2)[::-1]) - net.transformer.mean['data']\n",
"def deprocess(net, img):\n",
" return np.dstack((img + net.transformer.mean['data'])[::-1])"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "UeV_fJ4QOZNb"
},
"source": [
"## Producing dreams"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "9udrp3efOZNd"
},
"source": [
"Making the \"dream\" images is very simple. Essentially it is just a gradient ascent process that tries to maximize the L2 norm of activations of a particular DNN layer. Here are a few simple tricks that we found useful for getting good images:\n",
"* offset image by a random jitter\n",
"* normalize the magnitude of gradient ascent steps\n",
"* apply ascent across multiple scales (octaves)\n",
"\n",
"First we implement a basic gradient ascent step function, applying the first two tricks:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"id": "pN43nMsHOZNg"
},
"outputs": [],
"source": [
"def make_step(net, step_size=1.5, end='fc7', jitter=32, clip=True):\n",
" '''Basic gradient ascent step.'''\n",
"\n",
" src = net.blobs['data'] # input image is stored in Net's 'data' blob\n",
" dst = net.blobs[end]\n",
"\n",
" ox, oy = np.random.randint(-jitter, jitter+1, 2)\n",
" src.data[0] = np.roll(np.roll(src.data[0], ox, -1), oy, -2) # apply jitter shift\n",
" \n",
" net.forward(end=end)\n",
" dst.diff[:] = dst.data # specify the optimization objective\n",
" net.backward(start=end)\n",
" g = src.diff[0]\n",
" # apply normalized ascent step to the input image\n",
" src.data[:] += step_size/np.abs(g).mean() * g\n",
"\n",
" src.data[0] = np.roll(np.roll(src.data[0], -ox, -1), -oy, -2) # unshift image\n",
" \n",
" if clip:\n",
" bias = net.transformer.mean['data']\n",
" src.data[:] = np.clip(src.data, -bias, 255-bias) "
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "nphEdlBgOZNk"
},
"source": [
"Next we implement an ascent through different scales. We call these scales \"octaves\"."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"id": "ZpFIn8l0OZNq"
},
"outputs": [],
"source": [
"def deepdream(net, base_img, iter_n=10, octave_n=4, octave_scale=1.4, end='fc7', clip=True, **step_params):\n",
" # prepare base images for all octaves\n",
" octaves = [preprocess(net, base_img)]\n",
" for i in xrange(octave_n-1):\n",
" octaves.append(nd.zoom(octaves[-1], (1, 1.0/octave_scale,1.0/octave_scale), order=1))\n",
" \n",
" src = net.blobs['data']\n",
" detail = np.zeros_like(octaves[-1]) # allocate image for network-produced details\n",
" for octave, octave_base in enumerate(octaves[::-1]):\n",
" h, w = octave_base.shape[-2:]\n",
" if octave > 0:\n",
" # upscale details from the previous octave\n",
" h1, w1 = detail.shape[-2:]\n",
" detail = nd.zoom(detail, (1, 1.0*h/h1,1.0*w/w1), order=1)\n",
"\n",
" src.reshape(1,3,h,w) # resize the network's input image size\n",
" src.data[0] = octave_base+detail\n",
" for i in xrange(iter_n):\n",
" make_step(net, end=end, clip=clip, **step_params)\n",
" \n",
" # visualization\n",
" vis = deprocess(net, src.data[0])\n",
" if not clip: # adjust image contrast if clipping is disabled\n",
" vis = vis*(255.0/np.percentile(vis, 99.98))\n",
" showarray(vis)\n",
" print octave, i, end, vis.shape\n",
" clear_output(wait=True)\n",
" \n",
" # extract details produced on the current octave\n",
" detail = src.data[0]-octave_base\n",
" # returning the resulting image\n",
" return deprocess(net, src.data[0])"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "QrcdU-lmOZNx"
},
"source": [
"Now we are ready to let the neural network to reveal its dreams! Let's take a [cloud image](https://commons.wikimedia.org/wiki/File:Appearance_of_sky_for_weather_forecast,_Dhaka,_Bangladesh.JPG) as a starting point:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"executionInfo": null,
"id": "40p5AqqwOZN5",
"outputId": "f62cde37-79e8-420a-e448-3b9b48ee1730",
"pinned": false
},
"outputs": [
{
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QJFIGffHUV450oAyfSrVXyJ9lE9u0LUbEWxDT6YJ2bk2xKhvThuc1stJFKvRXHbBBr58Q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ukob0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\nlE+9VEljkYoQR1rWttSfAQhmPbFZNWLb/WGlOKa1Ki2nof/Z\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"img = np.float32(PIL.Image.open('japan.jpg'))\n",
"showarray(img)"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "Z9_215_GOZOL"
},
"source": [
"Running the next code cell starts the detail generation process. You may see how new patterns start to form, iteration by iteration, octave by octave."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"executionInfo": null,
"id": "HlnVnDTlOZOL",
"outputId": "425dfc83-b474-4a69-8386-30d86361bbf6",
"pinned": false,
"scrolled": true
},
"outputs": [
{
"data": {
"image/jpeg": 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pdliAQQQMItROfRRu38ty1Fyk7K1v0Ll95/8AZ1xuIKkL3zV3w5au+mlhj/Wf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\nEISSgpNX3Oi0VUabukbT3Xg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7irmiXcU17CpOUnjXP4jFUfDDCz1OdN+Qu5SPxNZ3VRxV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\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PJRzj9RUX/CM3x4V0IHo9dSW0+BsySOe/yt3p8M9i7ZhdwevLVs1S5W3zadVqv8zpeI5o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\nQmPOSu3261IL2CBQArO4P3RyTWvsKcOVyj7z3s3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"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"3 9 conv2 (682, 1024, 3)\n"
]
}
],
"source": [
"_=deepdream(net, img)"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "Rp9kOCQTOZOQ"
},
"source": [
"The complexity of the details generated depends on which layer's activations we try to maximize. Higher layers produce complex features, while lower ones enhance edges and textures, giving the image an impressionist feeling:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"executionInfo": null,
"id": "eHOX0t93OZOR",
"outputId": "0de0381c-4681-4619-912f-9b6a2cdec0c6",
"pinned": false
},
"outputs": [
{
"ename": "KeyboardInterrupt",
"evalue": "",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-17-0f27f8224b64>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0m_\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdeepdream\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnet\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'inception_3a/3x3_reduce'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;32m<ipython-input-10-975ec2ad7030>\u001b[0m in \u001b[0;36mdeepdream\u001b[0;34m(net, base_img, iter_n, octave_n, octave_scale, end, clip, **step_params)\u001b[0m\n\u001b[1;32m 17\u001b[0m \u001b[0msrc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0moctave_base\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0mdetail\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 18\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mxrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0miter_n\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 19\u001b[0;31m \u001b[0mmake_step\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnet\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclip\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mclip\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mstep_params\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 20\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 21\u001b[0m \u001b[0;31m# visualization\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<ipython-input-9-51f962bde3b0>\u001b[0m in \u001b[0;36mmake_step\u001b[0;34m(net, step_size, end, jitter, clip)\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0mnet\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mforward\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0mdst\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdiff\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdst\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m \u001b[0;31m# specify the optimization objective\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0mnet\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbackward\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 13\u001b[0m \u001b[0mg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msrc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdiff\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[0;31m# apply normalized ascent step to the input image\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/teklof/Documents/Programming/caffe/python/caffe/pycaffe.pyc\u001b[0m in \u001b[0;36m_Net_backward\u001b[0;34m(self, diffs, start, end, **kwargs)\u001b[0m\n\u001b[1;32m 143\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mblobs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtop\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdiff\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdiff\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 144\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 145\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_backward\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstart_ind\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend_ind\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 146\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 147\u001b[0m \u001b[0;31m# Unpack diffs to extract\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mKeyboardInterrupt\u001b[0m: "
]
}
],
"source": [
"_=deepdream(net, img, end='inception_3a/3x3_reduce')"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "rkzHz9E8OZOb"
},
"source": [
"We encourage readers to experiment with layer selection to see how it affects the results. Execute the next code cell to see the list of different layers. You can modify the `make_step` function to make it follow some different objective, say to select a subset of activations to maximize, or to maximize multiple layers at once. There is a huge design space to explore!"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"id": "OIepVN6POZOc"
},
"outputs": [],
"source": [
"net.blobs.keys()"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "vs2uUpMCOZOe"
},
"source": [
"What if we feed the `deepdream` function its own output, after applying a little zoom to it? It turns out that this leads to an endless stream of impressions of the things that the network saw during training. Some patterns fire more often than others, suggestive of basins of attraction.\n",
"\n",
"We will start the process from the same sky image as above, but after some iteration the original image becomes irrelevant; even random noise can be used as the starting point."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"id": "IB48CnUfOZOe"
},
"outputs": [],
"source": [
"!mkdir frames\n",
"frame = img\n",
"frame_i = 0"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"id": "fj0E-fKDOZOi"
},
"outputs": [],
"source": [
"h, w = frame.shape[:2]\n",
"s = 0.05 # scale coefficient\n",
"for i in xrange(100):\n",
" frame = deepdream(net, frame)\n",
" PIL.Image.fromarray(np.uint8(frame)).save(\"frames/%04d.jpg\"%frame_i)\n",
" frame = nd.affine_transform(frame, [1-s,1-s,1], [h*s/2,w*s/2,0], order=1)\n",
" frame_i += 1"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "XzZGGME_OZOk"
},
"source": [
"Be careful running the code above, it can bring you into very strange realms!"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"cellView": "both",
"colab_type": "code",
"collapsed": false,
"executionInfo": null,
"id": "ZCZcz2p1OZOt",
"outputId": "d3773436-2b5d-4e79-be9d-0f12ab839fff",
"pinned": false
},
"outputs": [
{
"ename": "IOError",
"evalue": "[Errno 2] No such file or directory: u'frames/0029.jpg'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mIOError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-13-420da5b47a72>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'frames/0029.jpg'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;32m/Users/teklof/anaconda/lib/python2.7/site-packages/IPython/core/display.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, url, filename, format, embed, width, height, retina, unconfined, metadata)\u001b[0m\n\u001b[1;32m 737\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munconfined\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0munconfined\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 738\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmetadata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmetadata\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 739\u001b[0;31m \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mImage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0murl\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 740\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 741\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mretina\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/teklof/anaconda/lib/python2.7/site-packages/IPython/core/display.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, url, filename)\u001b[0m\n\u001b[1;32m 384\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfilename\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mfilename\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0municode_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 385\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 386\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 387\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_check_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 388\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/teklof/anaconda/lib/python2.7/site-packages/IPython/core/display.pyc\u001b[0m in \u001b[0;36mreload\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 759\u001b[0m \u001b[0;34m\"\"\"Reload the raw data from file or URL.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 760\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0membed\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 761\u001b[0;31m \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mImage\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 762\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mretina\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 763\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_retina_shape\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/teklof/anaconda/lib/python2.7/site-packages/IPython/core/display.pyc\u001b[0m in \u001b[0;36mreload\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 402\u001b[0m \u001b[0;34m\"\"\"Reload the raw data from file or URL.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 403\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfilename\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 404\u001b[0;31m \u001b[0;32mwith\u001b[0m \u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_read_flags\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 405\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 406\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0murl\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mIOError\u001b[0m: [Errno 2] No such file or directory: u'frames/0029.jpg'"
]
}
],
"source": [
"Image(filename='frames/0029.jpg')"
]
}
],
"metadata": {
"colabVersion": "0.3.1",
"default_view": {},
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
},
"views": {}
},
"nbformat": 4,
"nbformat_minor": 0
}
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