├── .gitignore ├── LICENSE ├── List ├── test_fh256.txt ├── test_mask256.txt ├── test_maskff.txt └── train_fh256.txt ├── README.md ├── Read_Image_List.py ├── main.py ├── module.py └── ops.py /.gitignore: -------------------------------------------------------------------------------- 1 | 2 | \.idea/ 3 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2019 Min-Cheol Sagong 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /List/test_maskff.txt: -------------------------------------------------------------------------------- 1 | D:/dataset/inpainting/test_maskff/img_0000.png 2 | D:/dataset/inpainting/test_maskff/img_0001.png 3 | D:/dataset/inpainting/test_maskff/img_0002.png 4 | D:/dataset/inpainting/test_maskff/img_0003.png 5 | D:/dataset/inpainting/test_maskff/img_0004.png 6 | D:/dataset/inpainting/test_maskff/img_0005.png 7 | D:/dataset/inpainting/test_maskff/img_0006.png 8 | D:/dataset/inpainting/test_maskff/img_0007.png 9 | D:/dataset/inpainting/test_maskff/img_0008.png 10 | D:/dataset/inpainting/test_maskff/img_0009.png 11 | 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D:/dataset/inpainting/test_maskff/img_2991.png 2993 | D:/dataset/inpainting/test_maskff/img_2992.png 2994 | D:/dataset/inpainting/test_maskff/img_2993.png 2995 | D:/dataset/inpainting/test_maskff/img_2994.png 2996 | D:/dataset/inpainting/test_maskff/img_2995.png 2997 | D:/dataset/inpainting/test_maskff/img_2996.png 2998 | D:/dataset/inpainting/test_maskff/img_2997.png 2999 | D:/dataset/inpainting/test_maskff/img_2998.png 3000 | D:/dataset/inpainting/test_maskff/img_2999.png 3001 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | PEPSI : Fast Image Inpainting With Parallel Decoding Network 2 | 3 | Published in CVPR2019 4 | 5 | http://openaccess.thecvf.com/content_CVPR_2019/html/Sagong_PEPSI__Fast_Image_Inpainting_With_Parallel_Decoding_Network_CVPR_2019_paper.html 6 | -------------------------------------------------------------------------------- /Read_Image_List.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | from scipy import misc 3 | import os 4 | import scipy.misc as sci 5 | import random 6 | 7 | 8 | def make_list(dPath): 9 | 10 | file_list = os.listdir(dPath) 11 | file_list.sort() 12 | # random.shuffle(file_list) 13 | 14 | for k in range(len(file_list)): 15 | 16 | list_name = dPath + '/File_List.txt' 17 | 18 | f = open(list_name, 'a+') 19 | data = dPath + ('/%s\n' % (file_list[k])) 20 | 21 | f.write(data) 22 | f.close() 23 | 24 | def read_labeled_image_list(image_list_file): 25 | #"""Reads a .txt file containing pathes and labeles 26 | #Args: 27 | # image_list_file: a .txt file with one /path/to/image per line 28 | # label: optionally, if set label will be pasted after each line 29 | #Returns: 30 | # List with all filenames in file image_list_file 31 | 32 | f = open(image_list_file, 'r') 33 | filenames1 = [] 34 | 35 | Total_Image_Num = 0 36 | 37 | for line in f: 38 | filename1 = line[:-1] 39 | filenames1.append(filename1) 40 | 41 | Total_Image_Num = Total_Image_Num + 1 42 | 43 | return filenames1, Total_Image_Num 44 | 45 | def read_labeled_image_list2(image_list_file): 46 | #"""Reads a .txt file containing pathes and labeles 47 | #Args: 48 | # image_list_file: a .txt file with one /path/to/image per line 49 | # label: optionally, if set label will be pasted after each line 50 | #Returns: 51 | # List with all filenames in file image_list_file 52 | 53 | f = open(image_list_file, 'r') 54 | filenames1 = [] 55 | xs = [] 56 | ys = [] 57 | 58 | Total_Image_Num = 0 59 | 60 | for line in f: 61 | filename1 = line.split()[0] 62 | filenames1.append(filename1) 63 | xst = line.split()[1] 64 | xs.append(xst) 65 | yst = line.split()[2] 66 | ys.append(yst) 67 | 68 | Total_Image_Num = Total_Image_Num + 1 69 | 70 | return filenames1, Total_Image_Num, xs, ys 71 | 72 | def MakeImageBlock(Qfilenames, Height, Width, i, batch_size, resize=True): 73 | 74 | iCount = 0 75 | Image = np.zeros((batch_size, Height, Width, 3)) 76 | 77 | #Query Image block 78 | 79 | for iL in range((i * batch_size), (i * batch_size) + batch_size): 80 | 81 | Loadimage = misc.imread(Qfilenames[iL]) 82 | 83 | #if Gray make it colors 84 | if Loadimage.ndim == 2: 85 | Loadimage = np.expand_dims(Loadimage, 2) 86 | Loadimage = np.tile(Loadimage, (1, 1, 3)) 87 | 88 | if Loadimage.shape[2] is not 3: 89 | Loadimage = Loadimage[:, :, 0:3] 90 | 91 | if resize: 92 | Loadimage = misc.imresize(Loadimage, [Height, Width, 3]) 93 | 94 | Loadimage = Loadimage.astype(np.float32) 95 | 96 | # Mean Value subtraction 97 | Loadimage = (Loadimage / 255.0 - 0.5) * 2 98 | 99 | Image[iCount] = np.array(Loadimage, dtype=float) 100 | iCount = iCount + 1 101 | 102 | return Image -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | import tensorflow as tf 2 | import scipy.misc as sci 3 | import os 4 | import numpy as np 5 | import Read_Image_List as ri 6 | import module as mm 7 | import ops as op 8 | import random 9 | import time 10 | import cv2 11 | 12 | Height = 256 13 | Width = 256 14 | batch_size = 8 15 | mask_size = 128 16 | 17 | dPath_l = ('./List') 18 | 19 | dPath_train = ('/train_fh256.txt') 20 | dPath_test = ('/test_fh256.txt') 21 | dPath_testm = ('/test_mask256.txt') 22 | dPath_testf = ('/test_maskff.txt') 23 | 24 | name_f, num_f = ri.read_labeled_image_list(dPath_l + dPath_train) 25 | name_test, num_test = ri.read_labeled_image_list(dPath_l + dPath_test) 26 | name_testf, num_testf = ri.read_labeled_image_list(dPath_l + dPath_testf) 27 | name_tests, num_tests, xst, yst = ri.read_labeled_image_list2(dPath_l + dPath_testm) 28 | total_batch = int(num_f / batch_size) 29 | 30 | save_path = './validation/v1' 31 | model_path = './model/v1' 32 | 33 | restore = False 34 | restore_point = 900000 35 | Checkpoint = model_path + '/cVG iter ' + str(restore_point) + '/' 36 | WeightName = Checkpoint + 'Train_' + str(restore_point) + '.meta' 37 | 38 | if restore == False: 39 | restore_point = 0 40 | 41 | saving_iter = 10000 42 | Max_iter = 1000000 43 | 44 | # ------- variables 45 | 46 | X = tf.placeholder(tf.float32, [batch_size, Height, Width, 3]) 47 | Y = tf.placeholder(tf.float32, [batch_size, Height, Width, 3]) 48 | 49 | MASK = tf.placeholder(tf.float32, [batch_size, Height, Width, 3]) 50 | IT = tf.placeholder(tf.float32) 51 | 52 | # ------- structure 53 | 54 | input = tf.concat([X, MASK], 3) 55 | 56 | vec_en = mm.encoder(input, reuse=False, name='G_en') 57 | 58 | vec_con = mm.contextual_block(vec_en, vec_en, MASK, 3, 50.0, 'CB1', stride=1) 59 | 60 | I_co = mm.decoder(vec_en, Height, reuse=False, name='G_de') 61 | I_ge = mm.decoder(vec_con, Height, reuse=True, name='G_de') 62 | 63 | image_result = I_ge * (1-MASK) + Y*MASK 64 | 65 | D_real_red = mm.discriminator_red(Y, reuse=False, name='disc_red') 66 | D_fake_red = mm.discriminator_red(image_result, reuse=True, name='disc_red') 67 | 68 | # ------- Loss 69 | 70 | Loss_D_red = tf.reduce_mean(tf.nn.relu(1+D_fake_red)) + tf.reduce_mean(tf.nn.relu(1-D_real_red)) 71 | 72 | Loss_D = Loss_D_red 73 | 74 | Loss_gan_red = -tf.reduce_mean(D_fake_red) 75 | 76 | Loss_gan = Loss_gan_red 77 | 78 | Loss_s_re = tf.reduce_mean(tf.abs(I_ge - Y)) 79 | Loss_hat = tf.reduce_mean(tf.abs(I_co - Y)) 80 | 81 | A = tf.image.rgb_to_yuv((image_result+1)/2.0) 82 | A_Y = tf.to_int32(A[:, :, :, 0:1]*255.0) 83 | 84 | B = tf.image.rgb_to_yuv((Y+1)/2.0) 85 | B_Y = tf.to_int32(B[:, :, :, 0:1]*255.0) 86 | 87 | ssim = tf.reduce_mean(tf.image.ssim(A_Y, B_Y, 255.0)) 88 | 89 | alpha = IT/Max_iter 90 | 91 | Loss_G = 0.1*Loss_gan + 10*Loss_s_re + 5*(1-alpha) * Loss_hat 92 | 93 | # --------------------- variable & optimizer 94 | 95 | var_D = [v for v in tf.global_variables() if v.name.startswith('disc_red')] 96 | var_G = [v for v in tf.global_variables() if v.name.startswith('G_en') or v.name.startswith('G_de') or v.name.startswith('CB1')] 97 | 98 | update_ops = tf.get_collection(tf.GraphKeys.UPDATE_OPS) 99 | 100 | with tf.control_dependencies(update_ops): 101 | optimize_D = tf.train.AdamOptimizer(learning_rate=0.0004, beta1=0.5, beta2=0.9).minimize(Loss_D, var_list=var_D) 102 | optimize_G = tf.train.AdamOptimizer(learning_rate=0.0001, beta1=0.5, beta2=0.9).minimize(Loss_G, var_list=var_G) 103 | 104 | # --------- Run 105 | 106 | config = tf.ConfigProto() 107 | config.gpu_options.per_process_gpu_memory_fraction = 0.4 108 | config.gpu_options.allow_growth = False 109 | 110 | sess = tf.Session(config=config) 111 | 112 | init = tf.global_variables_initializer() 113 | sess.run(init) 114 | saver = tf.train.Saver() 115 | 116 | if restore == True: 117 | print('Weight Restoring.....') 118 | Restore = tf.train.import_meta_graph(WeightName) 119 | Restore.restore(sess, tf.train.latest_checkpoint(Checkpoint)) 120 | print('Weight Restoring Finish!') 121 | 122 | start_time = time.time() 123 | for iter_count in range(restore_point, Max_iter + 1): 124 | 125 | i = iter_count % total_batch 126 | e = iter_count // total_batch 127 | 128 | if i == 0: 129 | np.random.shuffle(name_f) 130 | 131 | data_g = ri.MakeImageBlock(name_f, Height, Width, i, batch_size) 132 | 133 | data_temp = 255.0 * ((data_g + 1) / 2.0) 134 | 135 | mask = op.ff_mask_batch(Height, batch_size, 50, 30, 3.14, 5, 15) 136 | 137 | data_m = data_temp * mask 138 | 139 | data_m = (data_m / 255.0) * 2.0 - 1 140 | 141 | _, Loss1 = sess.run([optimize_D, Loss_D], feed_dict={X: data_m, Y: data_g, MASK: mask}) 142 | _, Loss2, Loss3 = sess.run([optimize_G, Loss_G, Loss_s_re], feed_dict={X: data_m, Y: data_g, MASK: mask, IT:iter_count}) 143 | 144 | if iter_count % 100 == 0: 145 | consume_time = time.time() - start_time 146 | print('%d Epoch : %d D Loss = %.5f G Loss = %.5f Recon Loss = %.5f time = %.4f' % (iter_count, e, Loss1, Loss2, Loss3, consume_time)) 147 | start_time = time.time() 148 | 149 | if iter_count % saving_iter == 0: 150 | 151 | print('SAVING MODEL') 152 | Temp = model_path + '/cVG iter %s/' % iter_count 153 | 154 | if not os.path.exists(Temp): 155 | os.makedirs(Temp) 156 | 157 | SaveName = (Temp + 'Train_%s' % (iter_count)) 158 | saver.save(sess, SaveName) 159 | print('SAVING MODEL Finish') 160 | 161 | psnr_l = 0 162 | psnr_g = 0 163 | psnr_f = 0 164 | ssim_m = 0 165 | num_s = random.sample(range(num_test - batch_size), 10) 166 | for isave in range(5): 167 | mask_sizet = random.randint(64, 128) 168 | 169 | data_test = ri.MakeImageBlock(name_test, Height, Width, num_s[isave]//batch_size, batch_size) 170 | data_tempt = 255.0 * ((data_test + 1) / 2.0) 171 | mask_ts, xs, ys = op.make_sq_mask(Height, mask_sizet, batch_size) 172 | mask_tf = op.ff_mask(Height, batch_size, 50, 20, 3.14, 6, 10) 173 | 174 | data_tempts = data_tempt * mask_ts 175 | data_mts = (data_tempts / 255.0) * 2.0 - 1 176 | 177 | data_temptf = data_tempt * mask_tf 178 | data_mtf = (data_temptf / 255.0) * 2.0 - 1 179 | 180 | img_sample = sess.run(image_result, feed_dict={X: data_mts, Y: data_test, MASK: mask_ts}) 181 | img_sample2 = sess.run(image_result, feed_dict={X: data_mtf, Y: data_test, MASK: mask_tf}) 182 | 183 | for kk in range(batch_size): 184 | temp_img1 = img_sample[kk,:,:,:] 185 | temp_img2 = data_test[kk,:,:,:] 186 | temp_img3 = img_sample2[kk, :, :, :] 187 | 188 | img_gt = 255.0 * ((temp_img2 + 1) / 2.0) 189 | img_ge = 255.0 * ((temp_img1 + 1) / 2.0) 190 | img_ge2 = 255.0 * ((temp_img3 + 1) / 2.0) 191 | 192 | Bigpaper1 = np.zeros((Height, 3 * Width + 60, 3)) 193 | Bigpaper1[0:Height, 0:Width, :] = img_gt 194 | Bigpaper1[0:Height, Width + 30: 2 * Width + 30, :] = data_tempts[kk,:,:,:] 195 | Bigpaper1[0: Height, 2 * Width + 60: 3 * Width + 60, :] = img_ge 196 | 197 | Bigpaper2 = np.zeros((Height, 3 * Width + 60, 3)) 198 | Bigpaper2[0:Height, 0:Width, :] = img_gt 199 | Bigpaper2[0:Height, Width + 30: 2 * Width + 30, :] = data_temptf[kk, :, :, :] 200 | Bigpaper2[0: Height, 2 * Width + 60: 3 * Width + 60, :] = img_ge2 201 | 202 | save_name = save_path + '/%04d' % iter_count 203 | name = save_name + '/img_%02d_s.png' % (isave * batch_size + kk) 204 | name2 = save_name + '/img_%02d_f.png' % (isave * batch_size + kk) 205 | if not os.path.exists(save_name): 206 | os.makedirs(save_name) 207 | sci.imsave(name, Bigpaper1) 208 | sci.imsave(name2, Bigpaper2) 209 | 210 | for ipsnr in range(100): 211 | mask_sizep = 128 212 | 213 | data_test = ri.MakeImageBlock(name_test, Height, Width, ipsnr, batch_size) 214 | data_tempt = 255.0 * ((data_test + 1) / 2.0) 215 | mask_t = ri.MakeImageBlock(name_tests, Height, Width, ipsnr, batch_size) 216 | mask_t = (mask_t + 1) / 2 217 | 218 | data_tempt = data_tempt * mask_t 219 | data_mt = (data_tempt / 255.0) * 2.0 - 1 220 | 221 | img_sample1, ssim_temp = sess.run([image_result, ssim], feed_dict={X: data_mt, Y: data_test, MASK: mask_t}) 222 | 223 | for kk in range(batch_size): 224 | xx = int(xst[ipsnr * batch_size + kk]) 225 | yy = int(yst[ipsnr * batch_size + kk]) 226 | img_sample2 = img_sample1[:, xx:xx + mask_sizep, yy:yy + mask_sizep, :] 227 | img_sample3 = data_test[:, xx:xx + mask_sizep, yy:yy + mask_sizep, :] 228 | 229 | temp_img1 = img_sample1[kk,:,:,:] 230 | temp_img2 = img_sample2[kk,:,:,:] 231 | temp_img3 = data_test[kk,:,:,:] 232 | temp_img4 = img_sample3[kk,:,:,:] 233 | 234 | img_re = 255.0 * ((temp_img1 + 1) / 2.0) 235 | img_rem = 255.0 * ((temp_img2 + 1) / 2.0) 236 | img_gt = 255.0 * ((temp_img3 + 1) / 2.0) 237 | img_gtm = 255.0 * ((temp_img4 + 1) / 2.0) 238 | 239 | mse_l = np.mean(np.square(img_gtm - img_rem)) 240 | mse_g = np.mean(np.square(img_gt - img_re)) 241 | psnr_l += 10 * np.log10(255.0 * 255.0 / mse_l) 242 | psnr_g += 10 * np.log10(255.0 * 255.0 / mse_g) 243 | ssim_m += ssim_temp 244 | 245 | print('\nLocal = ', '%.4f' % (psnr_l/800),'\nGlobal = ', '%.4f\n' % (psnr_g/800), 'ssim = %.4f\n' % (ssim_m/100.0)) 246 | 247 | pp = open(save_path + '/PSNR_log.txt', 'a+') 248 | data = '--------------------' + '\n%d' % iter_count + '\nLocal = ' + '%.4f' % (psnr_l / 800) + '\nGlobal = ' + '%.4f\n' % (psnr_g / 800) + 'ssim = %.4f\n' % (ssim_m/100.0) 249 | 250 | pp.write(data) 251 | pp.close() 252 | 253 | for ipsnr in range(100): 254 | 255 | data_test = ri.MakeImageBlock(name_test, Height, Width, ipsnr, batch_size) 256 | data_tempt = 255.0 * ((data_test + 1) / 2.0) 257 | mask_t = ri.MakeImageBlock(name_testf, Height, Width, ipsnr, batch_size) 258 | mask_t = (mask_t + 1) / 2 259 | 260 | data_tempt = data_tempt * mask_t 261 | data_mt = (data_tempt / 255.0) * 2.0 - 1 262 | 263 | img_sample1, ssim_temp = sess.run([image_result, ssim], feed_dict={X: data_mt, Y: data_test, MASK: mask_t}) 264 | 265 | for kk in range(batch_size): 266 | 267 | temp_img1 = img_sample1[kk,:,:,:] 268 | temp_img3 = data_test[kk,:,:,:] 269 | 270 | img_re = 255.0 * ((temp_img1 + 1) / 2.0) 271 | img_gt = 255.0 * ((temp_img3 + 1) / 2.0) 272 | 273 | mse = np.mean(np.square(img_gt - img_re)) 274 | psnr_f += 10 * np.log10(255.0 * 255.0 / mse) 275 | 276 | 277 | print('\nPSNR_f = ', '%.4f\n' % (psnr_f/800)) 278 | 279 | pp = open(save_path + '/PSNR_log.txt', 'a+') 280 | data = '\nPSNR_f = ' + '%.4f\n' % (psnr_f / 800) 281 | 282 | pp.write(data) 283 | pp.close() -------------------------------------------------------------------------------- /module.py: -------------------------------------------------------------------------------- 1 | from __future__ import division 2 | from ops import * 3 | import tensorflow.contrib.layers as layers 4 | import math 5 | 6 | def conv_nn(input, dims1, dims2, size1, size2, k_size = 3): 7 | 8 | pp = tf.pad(input, [[0, 0], [1, 1], [1, 1], [0, 0]], "REFLECT") 9 | L1 = layers.conv2d(pp, dims1, [k_size, k_size], stride=[1, 1], padding='VALID', activation_fn=None) 10 | L1 = tf.nn.elu(L1) 11 | 12 | pp = tf.pad(L1, [[0, 0], [1, 1], [1, 1], [0, 0]], "REFLECT") 13 | L2 = layers.conv2d(pp, dims2, [k_size, k_size], stride=[1, 1], padding='VALID', activation_fn=None) 14 | L2 = tf.nn.elu(L2) 15 | L2 = tf.image.resize_nearest_neighbor(L2, (size1, size2)) 16 | 17 | return L2 18 | 19 | def encoder(input, reuse, name): 20 | with tf.variable_scope(name): 21 | if reuse: 22 | tf.get_variable_scope().reuse_variables() 23 | else: 24 | assert tf.get_variable_scope().reuse is False 25 | 26 | p = tf.pad(input, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 27 | CL1 = layers.conv2d(p, 32, [5, 5], stride=[1, 1], padding='VALID', activation_fn=None) 28 | CL1 = tf.nn.elu(CL1) # 256 256 32 29 | 30 | p = tf.pad(CL1, [[0, 0], [1, 1], [1, 1], [0, 0]], "REFLECT") 31 | CL2 = layers.conv2d(p, 64, [3, 3], stride=[2, 2], padding='VALID', activation_fn=None) 32 | CL2 = tf.nn.elu(CL2) # 128 128 64 33 | 34 | p = tf.pad(CL2, [[0, 0], [1, 1], [1, 1], [0, 0]], "REFLECT") 35 | CL3 = layers.conv2d(p, 64, [3, 3], stride=[1, 1], padding='VALID', activation_fn=None) 36 | CL3 = tf.nn.elu(CL3) # 128 128 64 37 | 38 | p = tf.pad(CL3, [[0, 0], [1, 1], [1, 1], [0, 0]], "REFLECT") 39 | CL4 = layers.conv2d(p, 128, [3, 3], stride=[2, 2], padding='VALID', activation_fn=None) 40 | CL4 = tf.nn.elu(CL4) # 64 64 128 41 | 42 | p = tf.pad(CL4, [[0, 0], [1, 1], [1, 1], [0, 0]], "REFLECT") 43 | CL5 = layers.conv2d(p, 128, [3, 3], stride=[1, 1], padding='VALID', activation_fn=None) 44 | CL5 = tf.nn.elu(CL5) # 64 64 128 45 | 46 | p = tf.pad(CL5, [[0, 0], [1, 1], [1, 1], [0, 0]], "REFLECT") 47 | CL6 = layers.conv2d(p, 256, [3, 3], stride=[2, 2], padding='VALID', activation_fn=None) 48 | CL6 = tf.nn.elu(CL6) # 32 32 128 49 | 50 | p = tf.pad(CL6, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 51 | DCL1 = layers.conv2d(p, 256, [3, 3], rate=2, stride=[1, 1], padding='VALID', activation_fn=None) 52 | DCL1 = tf.nn.elu(DCL1) 53 | p = tf.pad(DCL1, [[0, 0], [4, 4], [4, 4], [0, 0]], "REFLECT") 54 | DCL2 = layers.conv2d(p, 256, [3, 3], rate=4, stride=[1, 1], padding='VALID', activation_fn=None) 55 | DCL2 = tf.nn.elu(DCL2) 56 | p = tf.pad(DCL2, [[0, 0], [8, 8], [8, 8], [0, 0]], "REFLECT") 57 | DCL3 = layers.conv2d(p, 256, [3, 3], rate=8, stride=[1, 1], padding='VALID', activation_fn=None) 58 | DCL3 = tf.nn.elu(DCL3) 59 | p = tf.pad(DCL3, [[0, 0], [16, 16], [16, 16], [0, 0]], "REFLECT") 60 | DCL4 = layers.conv2d(p, 256, [3, 3], rate=16, stride=[1, 1], padding='VALID', activation_fn=None) 61 | DCL4 = tf.nn.elu(DCL4) # 32 32 128 62 | 63 | return DCL4 64 | 65 | def decoder(input, size1, size2, reuse, name): 66 | with tf.variable_scope(name): 67 | if reuse: 68 | tf.get_variable_scope().reuse_variables() 69 | else: 70 | assert tf.get_variable_scope().reuse is False 71 | 72 | DL1 = conv_nn(input, 128, 128, int(size1/4), int(size2/4)) # 64 64 128 73 | 74 | DL2 = conv_nn(DL1, 64, 64, int(size1/2), int(size2/2)) # 128 128 64 75 | 76 | DL3 = conv_nn(DL2, 32, 32, int(size1), int(size2)) 77 | 78 | DL4 = conv_nn(DL3, 16, 16, int(size1), int(size2)) 79 | 80 | LL2 = layers.conv2d(DL4, 3, [3, 3], stride=[1, 1], padding='SAME', activation_fn=None) # 256 256 3 81 | LL2 = tf.clip_by_value(LL2, -1.0, 1.0) 82 | 83 | return LL2 84 | 85 | def discriminator_G(input, reuse, name): 86 | with tf.variable_scope(name): 87 | # image is 256 x 256 x input_c_dim 88 | if reuse: 89 | tf.get_variable_scope().reuse_variables() 90 | else: 91 | assert tf.get_variable_scope().reuse is False 92 | 93 | p = tf.pad(input, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 94 | L1 = layers.conv2d(p, 64, [5, 5], stride=2, padding='VALID', activation_fn=None) 95 | #L1 = instance_norm(L1, 'di1') 96 | L1 = tf.nn.leaky_relu(L1) 97 | 98 | p = tf.pad(L1, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 99 | L2 = layers.conv2d(p, 128, [5, 5], stride=2, padding='VALID', activation_fn=None) 100 | #L2 = instance_norm(L2, 'di2') 101 | L2 = tf.nn.leaky_relu(L2) 102 | 103 | p = tf.pad(L2, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 104 | L3 = layers.conv2d(p, 256, [5, 5], stride=2, padding='VALID', activation_fn=None) 105 | #L3 = instance_norm(L3, 'di3') 106 | L3 = tf.nn.leaky_relu(L3) 107 | 108 | p = tf.pad(L3, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 109 | L4 = layers.conv2d(p, 256, [5, 5], stride=2, padding='VALID', activation_fn=None) 110 | #L4 = instance_norm(L4, 'di4') 111 | L4 = tf.nn.leaky_relu(L4) 112 | L4 = layers.flatten(L4) 113 | 114 | L5 = tf.layers.dense(L4, 1) 115 | 116 | return L5 117 | 118 | def discriminator_L(input, reuse, name): 119 | with tf.variable_scope(name): 120 | # image is 256 x 256 x input_c_dim 121 | if reuse: 122 | tf.get_variable_scope().reuse_variables() 123 | else: 124 | assert tf.get_variable_scope().reuse is False 125 | 126 | p = tf.pad(input, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 127 | L1 = layers.conv2d(p, 64, [5, 5], stride=2, padding='VALID', activation_fn=None) 128 | #L1 = instance_norm(L1, 'di1l') 129 | L1 = tf.nn.leaky_relu(L1) # 32 32 64 130 | 131 | p = tf.pad(L1, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 132 | L2 = layers.conv2d(p, 128, [5, 5], stride=2, padding='VALID', activation_fn=None) 133 | #L2 = instance_norm(L2, 'di2l') 134 | L2 = tf.nn.leaky_relu(L2) # 16 16 128 135 | 136 | p = tf.pad(L2, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 137 | L3 = layers.conv2d(p, 256, [5, 5], stride=2, padding='VALID', activation_fn=None) 138 | #L3 = instance_norm(L3, 'di3l') 139 | L3 = tf.nn.leaky_relu(L3) # 8 8 256 140 | 141 | p = tf.pad(L3, [[0, 0], [2, 2], [2, 2], [0, 0]], "REFLECT") 142 | L4 = layers.conv2d(p, 512, [5, 5], stride=2, padding='VALID', activation_fn=None) 143 | #L4 = instance_norm(L4, 'di4l') 144 | L4 = tf.nn.leaky_relu(L4) # 4 4 512 145 | L4 = layers.flatten(L4) 146 | 147 | L5 = tf.layers.dense(L4, 1) 148 | 149 | return L5 150 | 151 | def discriminator_red(input, reuse, name): 152 | with tf.variable_scope(name): 153 | # image is 256 x 256 x input_c_dim 154 | if reuse: 155 | tf.get_variable_scope().reuse_variables() 156 | else: 157 | assert tf.get_variable_scope().reuse is False 158 | 159 | L1 = convolution_SN(input, 64, 5, 2, 'l1') 160 | # L1 = instance_norm(L1, 'di1') 161 | L1 = tf.nn.leaky_relu(L1) 162 | 163 | L2 = convolution_SN(L1, 128, 5, 2, 'l2') 164 | # L2 = instance_norm(L2, 'di2') 165 | L2 = tf.nn.leaky_relu(L2) 166 | 167 | L3 = convolution_SN(L2, 256, 5, 2, 'l3') 168 | # L3 = instance_norm(L3, 'di3') 169 | L3 = tf.nn.leaky_relu(L3) 170 | 171 | L4 = convolution_SN(L3, 256, 5, 2, 'l4') 172 | # L4 = instance_norm(L4, 'di4') 173 | L4 = tf.nn.leaky_relu(L4) 174 | 175 | L5 = convolution_SN(L4, 256, 5, 2, 'l5') 176 | # L5 = instance_norm(L5, 'di5') 177 | L5 = tf.nn.leaky_relu(L5) 178 | 179 | L6 = convolution_SN(L5, 512, 5, 2, 'l6') 180 | # L6 = instance_norm(L6, 'di6') 181 | L6 = tf.nn.leaky_relu(L6) 182 | 183 | L7 = dense_RED_SN(L6, 'l7') 184 | 185 | return L7 186 | 187 | def contextual_block(bg_in, fg_in, mask, k_size, lamda, name, stride=1): 188 | with tf.variable_scope(name): 189 | b, h, w, dims = [i.value for i in bg_in.get_shape()] 190 | temp = tf.image.resize_nearest_neighbor(mask, (h, w)) 191 | temp = tf.expand_dims(temp[:, :, :, 0], 3) # b 128 128 1 192 | mask_r = tf.tile(temp, [1, 1, 1, dims]) # b 128 128 128 193 | bg = bg_in * mask_r 194 | 195 | kn = int((k_size - 1) / 2) 196 | c = 0 197 | for p in range(kn, h - kn, stride): 198 | for q in range(kn, w - kn, stride): 199 | c += 1 200 | 201 | patch1 = tf.extract_image_patches(bg, [1, k_size, k_size, 1], [1, stride, stride, 1], [1, 1, 1, 1], 'VALID') 202 | 203 | patch1 = tf.reshape(patch1, (b, 1, c, k_size*k_size*dims)) 204 | patch1 = tf.reshape(patch1, (b, 1, 1, c, k_size * k_size * dims)) 205 | patch1 = tf.transpose(patch1, [0, 1, 2, 4, 3]) 206 | 207 | patch2 = tf.extract_image_patches(fg_in, [1,k_size,k_size,1], [1,1,1,1], [1,1,1,1], 'SAME') 208 | ACL = [] 209 | 210 | for ib in range(b): 211 | 212 | k1 = patch1[ib, :, :, :, :] 213 | k1d = tf.reduce_sum(tf.square(k1), axis=2) 214 | k2 = tf.reshape(k1, (k_size, k_size, dims, c)) 215 | ww = patch2[ib, :, :, :] 216 | wwd = tf.reduce_sum(tf.square(ww), axis=2, keepdims=True) 217 | ft = tf.expand_dims(ww, 0) 218 | 219 | CS = tf.nn.conv2d(ft, k1, strides=[1, 1, 1, 1], padding='SAME') 220 | 221 | tt = k1d + wwd 222 | 223 | DS1 = tf.expand_dims(tt, 0) - 2 * CS 224 | 225 | DS2 = (DS1 - tf.reduce_mean(DS1, 3, True)) / reduce_std(DS1, 3, True) 226 | DS2 = -1 * tf.nn.tanh(DS2) 227 | 228 | CA = softmax(lamda * DS2) 229 | 230 | ACLt = tf.nn.conv2d_transpose(CA, k2, output_shape=[1, h, w, dims], strides=[1, 1, 1, 1], padding='SAME') 231 | ACLt = ACLt / (k_size ** 2) 232 | 233 | if ib == 0: 234 | ACL = ACLt 235 | else: 236 | ACL = tf.concat((ACL, ACLt), 0) 237 | 238 | ACL = bg + ACL * (1.0 - mask_r) 239 | 240 | con1 = tf.concat([bg_in, ACL], 3) 241 | ACL2 = layers.conv2d(con1, dims, [1, 1], stride=[1, 1], padding='VALID', activation_fn=None, scope='ML') 242 | ACL2 = tf.nn.elu(ACL2) 243 | 244 | return ACL2 245 | 246 | def contextual_block_cs(bg_in, fg_in, mask, k_size, lamda, name, stride=1): 247 | with tf.variable_scope(name): 248 | b, h, w, dims = [i.value for i in bg_in.get_shape()] 249 | temp = tf.image.resize_nearest_neighbor(mask, (h, w)) 250 | temp = tf.expand_dims(temp[:, :, :, 0], 3) # b 128 128 1 251 | mask_r = tf.tile(temp, [1, 1, 1, dims]) # b 128 128 128 252 | bg = bg_in * mask_r 253 | 254 | kn = int((k_size - 1) / 2) 255 | c = 0 256 | for p in range(kn, h - kn, stride): 257 | for q in range(kn, w - kn, stride): 258 | c += 1 259 | 260 | patch1 = tf.extract_image_patches(bg, [1, k_size, k_size, 1], [1, stride, stride, 1], [1, 1, 1, 1], 'VALID') 261 | 262 | patch1 = tf.reshape(patch1, (b, 1, c, k_size*k_size*dims)) 263 | patch1 = tf.reshape(patch1, (b, 1, 1, c, k_size * k_size * dims)) 264 | patch1 = tf.transpose(patch1, [0, 1, 2, 4, 3]) 265 | 266 | patch2 = tf.extract_image_patches(fg_in, [1,k_size,k_size,1], [1,1,1,1], [1,1,1,1], 'SAME') 267 | ACL = [] 268 | 269 | fuse_weight = tf.reshape(tf.eye(3), [3, 3, 1, 1]) 270 | 271 | for ib in range(b): 272 | 273 | k1 = patch1[ib, :, :, :, :] 274 | k2 = k1 / tf.sqrt(tf.reduce_sum(tf.square(k1), axis=2, keepdims=True) + 1e-16) 275 | k1 = tf.reshape(k1, (k_size, k_size, dims, c)) 276 | ww = patch2[ib, :, :, :] 277 | ft = ww / tf.sqrt(tf.reduce_sum(tf.square(ww), axis=2, keepdims=True) + 1e-16) 278 | ft = tf.expand_dims(ft, 0) 279 | 280 | CA = tf.nn.conv2d(ft, k2, strides=[1, 1, 1, 1], padding='SAME') 281 | 282 | CA = tf.reshape(CA, [1, h * w, c, 1]) 283 | CA = tf.nn.conv2d(CA, fuse_weight, strides=[1, 1, 1, 1], padding='SAME') 284 | CA = tf.reshape(CA, [1, h, w, int(math.sqrt(c)), int(math.sqrt(c))]) 285 | CA = tf.transpose(CA, [0, 2, 1, 4, 3]) 286 | CA = tf.reshape(CA, [1, h * w, c, 1]) 287 | CA = tf.nn.conv2d(CA, fuse_weight, strides=[1, 1, 1, 1], padding='SAME') 288 | CA = tf.reshape(CA, [1, h, w, int(math.sqrt(c)), int(math.sqrt(c))]) 289 | CA = tf.transpose(CA, [0, 2, 1, 4, 3]) 290 | CA = tf.reshape(CA, [1, h, w, c]) 291 | 292 | CA2 = softmax(lamda * CA) 293 | 294 | ACLt = tf.nn.conv2d_transpose(CA2, k1, output_shape=[1, h, w, dims], strides=[1, 1, 1, 1], padding='SAME') 295 | ACLt = ACLt / (k_size ** 2) 296 | 297 | if ib == 0: 298 | ACL = ACLt 299 | else: 300 | ACL = tf.concat((ACL, ACLt), 0) 301 | 302 | ACL2 = bg + ACL * (1.0 - mask_r) 303 | 304 | return ACL2 305 | 306 | -------------------------------------------------------------------------------- /ops.py: -------------------------------------------------------------------------------- 1 | import tensorflow as tf 2 | import tensorflow.contrib.layers as layers 3 | import numpy as np 4 | import random as rr 5 | import math as mt 6 | import cv2 7 | from scipy import misc 8 | 9 | def instance_norm(input, name="instance_norm"): 10 | with tf.variable_scope(name): 11 | depth = input.get_shape()[3] 12 | scale = tf.get_variable("scale", [depth], initializer=tf.random_normal_initializer(1.0, 0.02, dtype=tf.float32)) 13 | offset = tf.get_variable("offset", [depth], initializer=tf.constant_initializer(0.0)) 14 | mean, variance = tf.nn.moments(input, axes=[1,2], keep_dims=True) 15 | epsilon = 1e-5 16 | inv = tf.rsqrt(variance + epsilon) 17 | normalized = (input-mean)*inv 18 | return scale*normalized + offset 19 | 20 | def make_sq_mask(size, m_size, batch_size): 21 | 22 | start_x = rr.randint(0, size - m_size-1) 23 | start_y = rr.randint(0, size - m_size-1) 24 | 25 | temp = np.ones([batch_size, size, size, 3]) 26 | 27 | temp[:, start_x:start_x + m_size, start_y:start_y + m_size, 0:3] *= 0 28 | 29 | return temp, start_x, start_y 30 | 31 | def softmax(input): 32 | 33 | k = tf.exp(input - 3) 34 | k = tf.reduce_sum(k, 3, True) 35 | # k = k - num * tf.ones_like(k) 36 | 37 | ouput = tf.exp(input - 3) / k 38 | 39 | return ouput 40 | 41 | def reduce_var(x, axis=None, keepdims=False): 42 | """Variance of a tensor, alongside the specified axis. 43 | 44 | # Arguments 45 | x: A tensor or variable. 46 | axis: An integer, the axis to compute the variance. 47 | keepdims: A boolean, whether to keep the dimensions or not. 48 | If `keepdims` is `False`, the rank of the tensor is reduced 49 | by 1. If `keepdims` is `True`, 50 | the reduced dimension is retained with length 1. 51 | 52 | # Returns 53 | A tensor with the variance of elements of `x`. 54 | """ 55 | m = tf.reduce_mean(x, axis=axis, keepdims=True) 56 | devs_squared = tf.square(x - m) 57 | return tf.reduce_mean(devs_squared, axis=axis, keepdims=keepdims) 58 | 59 | def reduce_std(x, axis=None, keepdims=False): 60 | """Standard deviation of a tensor, alongside the specified axis. 61 | 62 | # Arguments 63 | x: A tensor or variable. 64 | axis: An integer, the axis to compute the standard deviation. 65 | keepdims: A boolean, whether to keep the dimensions or not. 66 | If `keepdims` is `False`, the rank of the tensor is reduced 67 | by 1. If `keepdims` is `True`, 68 | the reduced dimension is retained with length 1. 69 | 70 | # Returns 71 | A tensor with the standard deviation of elements of `x`. 72 | """ 73 | return tf.sqrt(reduce_var(x, axis=axis, keepdims=keepdims)) 74 | 75 | def l2_norm(v, eps=1e-12): 76 | return v / (tf.reduce_sum(v ** 2) ** 0.5 + eps) 77 | 78 | def ff_mask(size, b_zise, maxLen, maxWid, maxAng, maxNum, maxVer, minLen = 20, minWid = 15, minVer = 5): 79 | 80 | mask = np.ones((b_zise, size, size, 3)) 81 | 82 | num = rr.randint(3, maxNum) 83 | 84 | for i in range(num): 85 | startX = rr.randint(0, size) 86 | startY = rr.randint(0, size) 87 | numVer = rr.randint(minVer, maxVer) 88 | width = rr.randint(minWid, maxWid) 89 | for j in range(numVer): 90 | angle = rr.uniform(-maxAng, maxAng) 91 | length = rr.randint(minLen, maxLen) 92 | 93 | endX = min(size-1, max(0, int(startX + length * mt.sin(angle)))) 94 | endY = min(size-1, max(0, int(startY + length * mt.cos(angle)))) 95 | 96 | if endX >= startX: 97 | lowx = startX 98 | highx = endX 99 | else: 100 | lowx = endX 101 | highx = startX 102 | if endY >= startY: 103 | lowy = startY 104 | highy = endY 105 | else: 106 | lowy = endY 107 | highy = startY 108 | 109 | if abs(startY-endY) + abs(startX - endX) != 0: 110 | 111 | wlx = max(0, lowx-int(abs(width * mt.cos(angle)))) 112 | whx = min(size - 1, highx+1 + int(abs(width * mt.cos(angle)))) 113 | wly = max(0, lowy - int(abs(width * mt.sin(angle)))) 114 | why = min(size - 1, highy+1 + int(abs(width * mt.sin(angle)))) 115 | 116 | for x in range(wlx, whx): 117 | for y in range(wly, why): 118 | 119 | d = abs((endY-startY)*x - (endX -startX)*y - endY*startX + startY*endX) / mt.sqrt((startY-endY)**2 + (startX -endX)**2) 120 | 121 | if d <= width: 122 | mask[:, x, y, :] = 0 123 | 124 | wlx = max(0, lowx-width) 125 | whx = min(size - 1, highx+width+1) 126 | wly = max(0, lowy - width) 127 | why = min(size - 1, highy + width + 1) 128 | 129 | for x2 in range(wlx, whx): 130 | for y2 in range(wly, why): 131 | 132 | d1 = (startX - x2) ** 2 + (startY - y2) ** 2 133 | d2 = (endX - x2) ** 2 + (endY - y2) ** 2 134 | 135 | if np.sqrt(d1) <= width: 136 | mask[:, x2, y2, :] = 0 137 | if np.sqrt(d2) <= width: 138 | mask[:, x2, y2, :] = 0 139 | startX = endX 140 | startY = endY 141 | 142 | return mask 143 | 144 | def ff_mask_batch(size, b_size, maxLen, maxWid, maxAng, maxNum, maxVer, minLen = 20, minWid = 15, minVer = 5): 145 | 146 | mask = None 147 | temp = ff_mask(size, 1, maxLen, maxWid, maxAng, maxNum, maxVer, minLen=minLen, minWid=minWid, minVer=minVer) 148 | temp = temp[0] 149 | for ib in range(b_size): 150 | if ib == 0: 151 | mask = np.expand_dims(temp, 0) 152 | else: 153 | mask = np.concatenate((mask, np.expand_dims(temp, 0)), 0) 154 | 155 | temp = cv2.rotate(temp, cv2.ROTATE_90_CLOCKWISE) 156 | if ib == 3: 157 | temp = cv2.flip(temp, 0) 158 | 159 | return mask 160 | 161 | def spectral_norm(w, name, iteration=1): 162 | w_shape = w.shape.as_list() 163 | w = tf.reshape(w, [-1, w_shape[-1]]) 164 | 165 | u = tf.get_variable(name+"u", [1, w_shape[-1]], initializer=tf.truncated_normal_initializer(), trainable=False) 166 | 167 | u_hat = u 168 | v_hat = None 169 | for i in range(iteration): 170 | """ 171 | power iteration 172 | Usually iteration = 1 will be enough 173 | """ 174 | v_ = tf.matmul(u_hat, tf.transpose(w)) 175 | v_hat = l2_norm(v_) 176 | 177 | u_ = tf.matmul(v_hat, w) 178 | u_hat = l2_norm(u_) 179 | 180 | sigma = tf.matmul(tf.matmul(v_hat, w), tf.transpose(u_hat)) 181 | w_norm = w / sigma 182 | 183 | with tf.control_dependencies([u.assign(u_hat)]): 184 | w_norm = tf.reshape(w_norm, w_shape) 185 | 186 | return w_norm 187 | 188 | def convolution_SN(tensor, output_dim, kernel_size, stride, name): 189 | _, h, w, c = [i.value for i in tensor.get_shape()] 190 | 191 | w = tf.get_variable(name=name + 'w', shape=[kernel_size, kernel_size, c, output_dim], initializer=layers.xavier_initializer()) 192 | b = tf.get_variable(name=name + 'b', shape=[output_dim], initializer=tf.constant_initializer(0.0)) 193 | 194 | output = tf.nn.conv2d(tensor, filter=spectral_norm(w, name=name + 'w'), strides=[1, stride, stride, 1], padding='SAME') + b 195 | 196 | return output 197 | 198 | def dense_SN(tensor, output_dim, name): 199 | _, h, w, c = [i.value for i in tensor.get_shape()] 200 | 201 | w = tf.get_variable(name=name + 'w', shape=[h, w, c, output_dim], initializer=layers.xavier_initializer()) 202 | b = tf.get_variable(name=name + 'b', shape=[output_dim], initializer=tf.constant_initializer(0.0)) 203 | 204 | output = tf.nn.conv2d(tensor, filter=spectral_norm(w, name=name + 'w'), strides=[1, 1, 1, 1], padding='VALID') + b 205 | 206 | return output 207 | 208 | def dense_RED_SN(tensor, name): 209 | sn_w = None 210 | 211 | _, h, w, c = [i.value for i in tensor.get_shape()] 212 | h = int(h) 213 | w = int(w) 214 | c = int(c) 215 | 216 | weight = tf.get_variable(name=name + '_w', shape=[h*w, 1, c, 1], initializer=layers.xavier_initializer()) 217 | b = tf.get_variable(name=name + '_b', shape=[1, h, w, 1], initializer=tf.constant_initializer(0.0)) 218 | 219 | for it in range(h*w): 220 | w_pixel = weight[it:it+1, :, :, :] 221 | sn_w_pixel = spectral_norm(w_pixel, name=name + 'w_%d' %it) 222 | 223 | if it == 0: 224 | sn_w = sn_w_pixel 225 | else: 226 | sn_w = tf.concat([sn_w, sn_w_pixel], axis=0) 227 | 228 | w_rs = tf.reshape(sn_w, [h, w, c, 1]) 229 | w_rs_t = tf.transpose(w_rs, [3, 0, 1, 2]) 230 | 231 | output_RED = tf.reduce_sum(tensor*w_rs_t + b, axis=3, keepdims=True) 232 | 233 | return output_RED --------------------------------------------------------------------------------