From 7d0a7d9b9b3439a725a11216ce1f1f8950248ee0 Mon Sep 17 00:00:00 2001 From: HrsPythonix <370048201@qq.com> Date: Thu, 8 Nov 2018 16:44:23 +0800 Subject: [PATCH 1/4] add transfer code and sample --- main.py | 43 ++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 42 insertions(+), 1 deletion(-) diff --git a/main.py b/main.py index f2ee4729..b3210d11 100644 --- a/main.py +++ b/main.py @@ -1,6 +1,6 @@ import tensorflow as tf config = tf.ConfigProto() -config.gpu_options.allow_growth = False +config.gpu_options.allow_growth = True session = tf.Session(config = config) import os, logging, shutil, datetime @@ -430,6 +430,31 @@ def transfer(self, x_encode, c_encode, c_decode): self.cn: c_encode, self.c_generator: c_decode}) + def prepare_tranfer(self, src_img_path, src_joints_path, tar_img_path, tar_joints_path): + from batches import load_img, make_joint_img, preprocess, normalize + joint_order = ['cnose', 'cneck', 'rshoulder', 'relbow', 'rwrist', + 'lshoulder', 'lelbow', 'lwrist', 'rhip', + 'rknee', 'rankle', 'lhip', 'lknee', 'lankle', + 'reye', 'leye', 'rear', 'lear'] + imgs = [load_img(src_img_path, target_size = self.img_shape), load_img(tar_img_path, target_size = self.img_shape)] + imgs = np.stack(imgs) + imgs = preprocess(imgs) + + h,w = self.img_shape[:2] + wh = np.array([w,h]) + joints_coordinates = [np.load(src_joints_path)*wh, np.load(tar_joints_path)*wh] + joints = [] + for joints_c in joints_coordinates: + joints.append(make_joint_img(self.img_shape, joint_order, joints_c)) + joints = np.stack(joints) + joints = preprocess(joints) + + nimgs, njoints = normalize(imgs, joints_coordinates, joints, joint_order, 2) + x_encode = np.stack([nimgs[0]]) + c_encode = np.stack([njoints[0]]) + c_decode = np.stack([joints[1]]) + return x_encode, c_encode, c_decode + if __name__ == "__main__": default_log_dir = os.path.join(os.getcwd(), "log") @@ -441,6 +466,11 @@ def transfer(self, x_encode, c_encode, c_decode): parser.add_argument("--log_dir", default = default_log_dir, help = "path to log into") parser.add_argument("--checkpoint", help = "path to checkpoint to restore") parser.add_argument("--retrain", dest = "retrain", action = "store_true", help = "reset global_step to zero") + parser.add_argument("--src_img", required = True, help = "path to src_img") + parser.add_argument("--tar_img", required = True, help = "path to tar_img") + parser.add_argument("--src_jo", required = True, help = "path to src_jo") + parser.add_argument("--tar_jo", required = True, help = "path to tar_jo") + parser.add_argument("--spatial_size", default = default_log_dir, help = "path to log into") parser.set_defaults(retrain = False) opt = parser.parse_args() @@ -474,5 +504,16 @@ def transfer(self, x_encode, c_encode, c_decode): if opt.retrain: model.reset_global_step() model.fit(batches, valid_batches) + elif opt.mode == "transfer": + if not opt.checkpoint: + raise Exception("transfer requires --checkpoint") + config['batch_size'] = 1 + config['box_factor'] = 2 + model = Model(config, out_dir, logger) + model.restore_graph(opt.checkpoint) + x_encode, c_encode, c_decode = model.prepare_tranfer(opt.src_img, opt.src_jo, opt.tar_img, opt.tar_jo) + x_gen = model.transfer(x_encode, c_encode, c_decode) + plot_batch(x_gen, os.path.join(out_dir, "testing.png")) + else: raise NotImplemented() From 0cad031ef6e3b492cdd479ac6b70a2cbbe98b7c5 Mon Sep 17 00:00:00 2001 From: HrsPythonix <370048201@qq.com> Date: Thu, 8 Nov 2018 16:45:57 +0800 Subject: [PATCH 2/4] add transfer code and sample --- sample/img_a.jpg | Bin 0 -> 20826 bytes sample/img_b.jpg | Bin 0 -> 18644 bytes sample/jo_a.npy | Bin 0 -> 416 bytes sample/jo_b.npy | Bin 0 -> 416 bytes sample/testing.png | Bin 0 -> 96008 bytes 5 files changed, 0 insertions(+), 0 deletions(-) create mode 100755 sample/img_a.jpg create mode 100755 sample/img_b.jpg create mode 100644 sample/jo_a.npy create mode 100644 sample/jo_b.npy create mode 100644 sample/testing.png diff --git a/sample/img_a.jpg 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z!vu6wNNMp?LSN8QAVN8ya#dsim@GPvgn&Eu;?%mJh$!b$XJ$YTkjd2o6~)NNP(Evy z+~!V03c8c2ps=X+Bmzo`&?XarkOJ#jGyo)^oJ)vAG1xs^SpX%%;BX=&V9~7+hgc<8 z{#7w1cW(l23?NF-x*9nIB*2XK>f{Hr2UtHRW zR;|3(c=9%V)BHZ_{ZXT;4&INi^6Qn?i|X~xf1iEpjqQWS13In;XSHj4`_sSu=*Nvu z+ed-KX$Tb^G8q(PVnSuD6=on*LRJ_AEV2@^Y=oJKl%uu+Orn5zll56KS#V|{lh7U>Tz7hs zA|q)#j~0c>$g-4p+>RO9;l!a)F&f3hHk1DW+df2Y0yq2l00000NkvXXu0mjf;A%YR literal 0 HcmV?d00001 From 92373c179e4000d2faa880aa9d70084ecc1b7636 Mon Sep 17 00:00:00 2001 From: HrsPythonix <370048201@qq.com> Date: Thu, 8 Nov 2018 16:52:47 +0800 Subject: [PATCH 3/4] add transfer code and sample --- main.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/main.py b/main.py index b3210d11..a22057e1 100644 --- a/main.py +++ b/main.py @@ -466,10 +466,10 @@ def prepare_tranfer(self, src_img_path, src_joints_path, tar_img_path, tar_joint parser.add_argument("--log_dir", default = default_log_dir, help = "path to log into") parser.add_argument("--checkpoint", help = "path to checkpoint to restore") parser.add_argument("--retrain", dest = "retrain", action = "store_true", help = "reset global_step to zero") - parser.add_argument("--src_img", required = True, help = "path to src_img") - parser.add_argument("--tar_img", required = True, help = "path to tar_img") - parser.add_argument("--src_jo", required = True, help = "path to src_jo") - parser.add_argument("--tar_jo", required = True, help = "path to tar_jo") + parser.add_argument("--src_img", help = "path to src_img") + parser.add_argument("--tar_img", help = "path to tar_img") + parser.add_argument("--src_jo", help = "path to src_jo") + parser.add_argument("--tar_jo", help = "path to tar_jo") parser.add_argument("--spatial_size", default = default_log_dir, help = "path to log into") parser.set_defaults(retrain = False) From 3768e18cfed6bdb4a8303cda031739cc327cda5e Mon Sep 17 00:00:00 2001 From: HrsPythonix <370048201@qq.com> Date: Thu, 8 Nov 2018 16:54:07 +0800 Subject: [PATCH 4/4] add transfer code and sample --- main.py | 1 - 1 file changed, 1 deletion(-) diff --git a/main.py b/main.py index a22057e1..4fb91f34 100644 --- a/main.py +++ b/main.py @@ -470,7 +470,6 @@ def prepare_tranfer(self, src_img_path, src_joints_path, tar_img_path, tar_joint parser.add_argument("--tar_img", help = "path to tar_img") parser.add_argument("--src_jo", help = "path to src_jo") parser.add_argument("--tar_jo", help = "path to tar_jo") - parser.add_argument("--spatial_size", default = default_log_dir, help = "path to log into") parser.set_defaults(retrain = False) opt = parser.parse_args()