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lessons/4-ComputerVision/10-GANs/StyleTransfer_Keras.ipynb

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1{
2 "cells": [
3 {
4 "cell_type": "markdown",
5 "metadata": {
6 "colab_type": "text",
7 "id": "GS-p39QFra42"
8 },
9 "source": [
10 "# Style Transfer"
11 ]
12 },
13 {
14 "cell_type": "markdown",
15 "metadata": {
16 "colab_type": "text",
17 "id": "URWNLiNb0jHd"
18 },
19 "source": [
20 "An example below is inspired [by this blog post](https://medium.com/mlreview/making-ai-art-with-style-transfer-using-keras-8bb5fa44b216), and a lot of code is borrowed from there. Another good example of Style Transfer using CNTK framework is [here](https://github.com/Microsoft/CNTK/blob/master/Tutorials/CNTK_205_Artistic_Style_Transfer.ipynb). Here is an original paper on [Artistic Style Transfer](https://arxiv.org/abs/1508.06576).\n",
21 "\n",
22 "Main ideas behind style transfer are the following:\n",
23 "\n",
24 "* Starting from white noise, we try to optimize the current image $x$ to minimize some loss function\n",
25 "* Loss function consists of three components $\\mathcal{L(x)} = \\alpha\\mathcal{L}_c(x,i) + \\beta\\mathcal{L}_s(x,s)+\\gamma\\mathcal{L}_t(x)$\n",
26 " - $\\mathcal{L}_c$ - content loss - shows how close the current image $x$ is to original image $i$\n",
27 " - $\\mathcal{L}_s$ - style loss - shows how close the current image $x$ is to style image $s$\n",
28 " - $\\mathcal{L}_t$ - total variation loss (we will not consider it in our example) - makes sure that the resulting image is smooth, i.e. it shows the mean squared error of neighbouring pixels of the image $x$\n",
29 " \n",
30 "Those loss functions have to be designed in a clever way, so that for example style loss corresponds to styles of the images being similar, and not the actual content. For that, we will compare some deeper feature layers of a CNN which looks at the image."
31 ]
32 },
33 {
34 "cell_type": "markdown",
35 "metadata": {
36 "colab_type": "text",
37 "id": "Vnz39nOYM-Vh"
38 },
39 "source": [
40 "Let's start by loading a couple of images:"
41 ]
42 },
43 {
44 "cell_type": "code",
45 "execution_count": 1,
46 "metadata": {
47 "colab": {
48 "base_uri": "https://localhost:8080/",
49 "height": 126
50 },
51 "colab_type": "code",
52 "id": "gAmHWlU0rZuz",
53 "outputId": "919fcfe4-adb9-478b-b46d-a407383b0cb7"
54 },
55 "outputs": [
56 {
57 "name": "stderr",
58 "output_type": "stream",
59 "text": [
60 " % Total % Received % Xferd Average Speed Time Time Time Current\n",
61 " Dload Upload Total Spent Left Speed\n",
62 "\n",
63 " 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0\n",
64 " 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0\n",
65 "100 210k 100 210k 0 0 208k 0 0:00:01 0:00:01 --:--:-- 208k\n",
66 " % Total % Received % Xferd Average Speed Time Time Time Current\n",
67 " Dload Upload Total Spent Left Speed\n",
68 "\n",
69 " 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0\n",
70 "100 131k 100 131k 0 0 184k 0 --:--:-- --:--:-- --:--:-- 185k\n"
71 ]
72 }
73 ],
74 "source": [
75 "!curl https://cdn.pixabay.com/photo/2016/05/18/00/27/franz-marc-1399594_960_720.jpg > images/style.jpg\n",
76 "!curl https://upload.wikimedia.org/wikipedia/commons/thumb/b/bd/Golden_tabby_and_white_kitten_n01.jpg/1280px-Golden_tabby_and_white_kitten_n01.jpg > images/image.jpg"
77 ]
78 },
79 {
80 "cell_type": "code",
81 "execution_count": 2,
82 "metadata": {
83 "colab": {},
84 "colab_type": "code",
85 "id": "SE-T2e0Qt5zm"
86 },
87 "outputs": [],
88 "source": [
89 "import cv2\n",
90 "import numpy as np\n",
91 "import matplotlib.pyplot as plt\n",
92 "from scipy.optimize import fmin_l_bfgs_b"
93 ]
94 },
95 {
96 "cell_type": "markdown",
97 "metadata": {
98 "colab_type": "text",
99 "id": "FrdnrziqOUmV"
100 },
101 "source": [
102 "Let's load those images and resize them to $512\\times512$. Also, we will generate resulting image `img_result` as a random array."
103 ]
104 },
105 {
106 "cell_type": "code",
107 "execution_count": 5,
108 "metadata": {
109 "colab": {
110 "base_uri": "https://localhost:8080/",
111 "height": 184
112 },
113 "colab_type": "code",
114 "id": "9zJLOhaVtXC3",
115 "outputId": "b4069219-fa54-4f50-8d3a-8e5905f2d7b5"
116 },
117 "outputs": [
118 {
119 "data": {
120 "image/png": 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",
121 "text/plain": [
122 "<Figure size 432x288 with 3 Axes>"
123 ]
124 },
125 "metadata": {
126 "needs_background": "light"
127 },
128 "output_type": "display_data"
129 }
130 ],
131 "source": [
132 "img_size = 256\n",
133 "\n",
134 "def load_image(fn):\n",
135 " x = cv2.imread(fn)\n",
136 " return cv2.cvtColor(x, cv2.COLOR_BGR2RGB)\n",
137 "\n",
138 "img_style = load_image('images/style.jpg')\n",
139 "img_content = load_image('images/image.jpg')\n",
140 "img_content = img_content[:,200:200+857,:]\n",
141 "img_content = cv2.resize(img_content,(img_size,img_size))\n",
142 "img_style = img_style[:,200:200+671,:]\n",
143 "img_style = cv2.resize(img_style,(img_size,img_size))\n",
144 "\n",
145 "img_result = np.random.randint(256,size=(img_size,img_size,3)).astype(np.float64)\n",
146 "\n",
147 "fig,ax = plt.subplots(1,3)\n",
148 "ax[0].imshow(img_content)\n",
149 "ax[1].imshow(img_style)\n",
150 "ax[2].imshow(img_result.astype(np.int))\n",
151 "plt.show()"
152 ]
153 },
154 {
155 "cell_type": "code",
156 "execution_count": 2,
157 "metadata": {
158 "colab": {
159 "base_uri": "https://localhost:8080/",
160 "height": 35
161 },
162 "colab_type": "code",
163 "id": "cUGN26f5tafW",
164 "outputId": "1b06890c-1ad2-41b7-cfb2-106d7fad7fbd"
165 },
166 "outputs": [],
167 "source": [
168 "import tensorflow as tf\n",
169 "from tf.keras import backend as K\n",
170 "from tf.keras.applications.vgg16 import preprocess_input\n",
171 "from tf.keras.applications import VGG16\n",
172 "from tf.keras.preprocessing.image import load_img, img_to_array\n",
173 "tf_session = K.get_session()"
174 ]
175 },
176 {
177 "cell_type": "code",
178 "execution_count": null,
179 "metadata": {
180 "colab": {},
181 "colab_type": "code",
182 "id": "G5gI9Y34z9LE"
183 },
184 "outputs": [],
185 "source": [
186 "img_content_var = K.variable(preprocess_input(np.expand_dims(img_content, axis=0)), dtype='float32')\n",
187 "img_style_var = K.variable(preprocess_input(np.expand_dims(img_style, axis=0)), dtype='float32')\n",
188 "img_result_1 = preprocess_input(np.expand_dims(img_result, axis=0))\n",
189 "img_result_holder = K.placeholder(shape=(1, img_size, img_size, 3))"
190 ]
191 },
192 {
193 "cell_type": "markdown",
194 "metadata": {
195 "colab_type": "text",
196 "id": "V6uAbz-IhZDG"
197 },
198 "source": [
199 "To calculate style loss and content loss, we need to work in the feature space extracted by a CNN. We can use different CNN architectures, but for simplicity in our case we will chose VGG-16, pre-trained on *ImageNet*."
200 ]
201 },
202 {
203 "cell_type": "code",
204 "execution_count": null,
205 "metadata": {
206 "colab": {},
207 "colab_type": "code",
208 "id": "JGC48V4627vk"
209 },
210 "outputs": [],
211 "source": [
212 "cModel = VGG16(include_top=False, weights='imagenet', input_tensor=img_content_var)\n",
213 "sModel = VGG16(include_top=False, weights='imagenet', input_tensor=img_style_var)\n",
214 "gModel = VGG16(include_top=False, weights='imagenet', input_tensor=img_result_holder)"
215 ]
216 },
217 {
218 "cell_type": "markdown",
219 "metadata": {
220 "colab_type": "text",
221 "id": "8D3HTgURhZDM"
222 },
223 "source": [
224 "Let's have a look at the model architecture:"
225 ]
226 },
227 {
228 "cell_type": "code",
229 "execution_count": 7,
230 "metadata": {
231 "colab": {
232 "base_uri": "https://localhost:8080/",
233 "height": 835
234 },
235 "colab_type": "code",
236 "id": "P7nSJfH6hZDO",
237 "outputId": "f9d48267-9e63-4bd4-8684-f32878c9a092"
238 },
239 "outputs": [
240 {
241 "name": "stdout",
242 "output_type": "stream",
243 "text": [
244 "_________________________________________________________________\n",
245 "Layer (type) Output Shape Param # \n",
246 "=================================================================\n",
247 "input_3 (InputLayer) (None, None, None, 3) 0 \n",
248 "_________________________________________________________________\n",
249 "block1_conv1 (Conv2D) (None, None, None, 64) 1792 \n",
250 "_________________________________________________________________\n",
251 "block1_conv2 (Conv2D) (None, None, None, 64) 36928 \n",
252 "_________________________________________________________________\n",
253 "block1_pool (MaxPooling2D) (None, None, None, 64) 0 \n",
254 "_________________________________________________________________\n",
255 "block2_conv1 (Conv2D) (None, None, None, 128) 73856 \n",
256 "_________________________________________________________________\n",
257 "block2_conv2 (Conv2D) (None, None, None, 128) 147584 \n",
258 "_________________________________________________________________\n",
259 "block2_pool (MaxPooling2D) (None, None, None, 128) 0 \n",
260 "_________________________________________________________________\n",
261 "block3_conv1 (Conv2D) (None, None, None, 256) 295168 \n",
262 "_________________________________________________________________\n",
263 "block3_conv2 (Conv2D) (None, None, None, 256) 590080 \n",
264 "_________________________________________________________________\n",
265 "block3_conv3 (Conv2D) (None, None, None, 256) 590080 \n",
266 "_________________________________________________________________\n",
267 "block3_pool (MaxPooling2D) (None, None, None, 256) 0 \n",
268 "_________________________________________________________________\n",
269 "block4_conv1 (Conv2D) (None, None, None, 512) 1180160 \n",
270 "_________________________________________________________________\n",
271 "block4_conv2 (Conv2D) (None, None, None, 512) 2359808 \n",
272 "_________________________________________________________________\n",
273 "block4_conv3 (Conv2D) (None, None, None, 512) 2359808 \n",
274 "_________________________________________________________________\n",
275 "block4_pool (MaxPooling2D) (None, None, None, 512) 0 \n",
276 "_________________________________________________________________\n",
277 "block5_conv1 (Conv2D) (None, None, None, 512) 2359808 \n",
278 "_________________________________________________________________\n",
279 "block5_conv2 (Conv2D) (None, None, None, 512) 2359808 \n",
280 "_________________________________________________________________\n",
281 "block5_conv3 (Conv2D) (None, None, None, 512) 2359808 \n",
282 "_________________________________________________________________\n",
283 "block5_pool (MaxPooling2D) (None, None, None, 512) 0 \n",
284 "=================================================================\n",
285 "Total params: 14,714,688\n",
286 "Trainable params: 14,714,688\n",
287 "Non-trainable params: 0\n",
288 "_________________________________________________________________\n"
289 ]
290 }
291 ],
292 "source": [
293 "gModel.summary()"
294 ]
295 },
296 {
297 "cell_type": "markdown",
298 "metadata": {
299 "colab_type": "text",
300 "id": "K_fA5ue-09XG"
301 },
302 "source": [
303 "## Content Loss\n",
304 "\n",
305 "**Content loss** will show how close our current image $x$ is to the original image. It looks at the intermediate feature layers in CNN, and computes square error. Content loss on layer $l$ will be defined as\n",
306 "$$\n",
307 "\\mathcal{L}_c = {1\\over2}\\sum_{i,j} (F_{ij}^{(l)}-P_{ij}^{(l)})^2\n",
308 "$$\n",
309 "where $F^{(l)}$ and $P^{(l)}$ -- features at layer $l$."
310 ]
311 },
312 {
313 "cell_type": "code",
314 "execution_count": null,
315 "metadata": {
316 "colab": {},
317 "colab_type": "code",
318 "id": "XHWUFOK50ORi"
319 },
320 "outputs": [],
321 "source": [
322 "def get_feature_reps(x, layer_names, model):\n",
323 " featMatrices = []\n",
324 " for ln in layer_names:\n",
325 " selectedLayer = model.get_layer(ln)\n",
326 " featRaw = selectedLayer.output\n",
327 " featRawShape = K.shape(featRaw).eval(session=tf_session)\n",
328 " N_l = featRawShape[-1]\n",
329 " M_l = featRawShape[1]*featRawShape[2]\n",
330 " featMatrix = K.reshape(featRaw, (M_l, N_l))\n",
331 " featMatrix = K.transpose(featMatrix)\n",
332 " featMatrices.append(featMatrix)\n",
333 " return featMatrices\n",
334 "\n",
335 "def get_content_loss(F, P):\n",
336 " cLoss = 0.5*K.sum(K.square(F - P))\n",
337 " return cLoss"
338 ]
339 },
340 {
341 "cell_type": "markdown",
342 "metadata": {
343 "colab_type": "text",
344 "id": "lUGSMAcxkS1w"
345 },
346 "source": [
347 "Let's see how features at different layers affect the image. To do that, we will try to minimize content loss for just one layer. We will use `fmin_l_bfgs_b` function from SciPy, which take the function to be minimized and its gradient (in our case, `help_loss` function returns both the loss function and the gradient).\n",
348 "\n",
349 "**Important**: in our case, all computations are performed using GPU-aware *TensorFlow* framework. `helper_loss` function returns computational graph, which can be used to compute the loss for a given image, and it uses `K.gradients` to automatically compute gradients."
350 ]
351 },
352 {
353 "cell_type": "code",
354 "execution_count": null,
355 "metadata": {
356 "colab": {},
357 "colab_type": "code",
358 "id": "j8N5abBPkfSt"
359 },
360 "outputs": [],
361 "source": [
362 "layer='block4_conv2'\n",
363 "P = get_feature_reps(x=img_content_var, layer_names=[layer], model=cModel)[0]\n",
364 "x = img_result.flatten()\n",
365 "def helper_loss(img):\n",
366 " R = get_feature_reps(img,[layer],gModel)[0]\n",
367 " return get_content_loss(R,P)\n",
368 " \n",
369 "def help_loss(x):\n",
370 " if x.shape != (1, img_size, img_size, 3):\n",
371 " x = x.reshape((1,img_size, img_size, 3))\n",
372 " keras_fcn = K.function([gModel.input], [helper_loss(gModel.input)])\n",
373 " keras_grad = K.function([gModel.input], K.gradients(helper_loss(gModel.input),[gModel.input]))\n",
374 " return keras_fcn([x])[0].astype('float64'),keras_grad([x])[0].flatten().astype('float64')\n",
375 "\n",
376 "x, _, _ = fmin_l_bfgs_b(help_loss, x, maxiter=30, disp=True)"
377 ]
378 },
379 {
380 "cell_type": "code",
381 "execution_count": null,
382 "metadata": {
383 "colab": {},
384 "colab_type": "code",
385 "id": "_Jl8BDzvxpf-"
386 },
387 "outputs": [],
388 "source": [
389 "def postprocess_array(x):\n",
390 " # Zero-center by mean pixel\n",
391 " if x.shape != (img_size, img_size, 3):\n",
392 " x = x.reshape((img_size, img_size, 3))\n",
393 " x[..., 0] += 103.939\n",
394 " x[..., 1] += 116.779\n",
395 " x[..., 2] += 123.68\n",
396 " # 'BGR'->'RGB'\n",
397 " x = x[..., ::-1]\n",
398 " x = np.clip(x, 0, 255)\n",
399 " x = x.astype('uint8')\n",
400 " return x\n"
401 ]
402 },
403 {
404 "cell_type": "code",
405 "execution_count": 22,
406 "metadata": {
407 "colab": {
408 "base_uri": "https://localhost:8080/",
409 "height": 350
410 },
411 "colab_type": "code",
412 "id": "muT_VWKbtehI",
413 "outputId": "c94d654b-a86a-40d0-ddb0-cb3618dbe7b5"
414 },
415 "outputs": [
416 {
417 "data": {
418 "image/png": 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",
419 "text/plain": [
420 "<matplotlib.figure.Figure at 0x7fb265464b00>"
421 ]
422 },
423 "metadata": {
424 "tags": []
425 },
426 "output_type": "display_data"
427 }
428 ],
429 "source": [
430 "plt.imshow(postprocess_array(x.copy()))\n",
431 "plt.show()"
432 ]
433 },
434 {
435 "cell_type": "code",
436 "execution_count": 26,
437 "metadata": {
438 "colab": {
439 "base_uri": "https://localhost:8080/",
440 "height": 350
441 },
442 "colab_type": "code",
443 "id": "JPMe1PHvujyp",
444 "outputId": "b470c3d7-6c04-4dc6-c577-474b005be8dc"
445 },
446 "outputs": [
447 {
448 "data": {
449 "image/png": 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