From 0d5b8c1488f20ff06e909b5b10a9712bffd221ea Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:14:20 +0000 Subject: [PATCH 01/16] =?UTF-8?q?=E6=96=B0=E5=BB=BA=20MVDSCN=5FID1272=5Ffo?= =?UTF-8?q?r=5FTensorFlow?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/.keep | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/.keep diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/.keep b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/.keep new file mode 100644 index 000000000..e69de29bb -- Gitee From 89d66e21f487dd4b84a58cfebac28ccbef9ab0c9 Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:15:42 +0000 Subject: [PATCH 02/16] =?UTF-8?q?=E3=80=90=E4=BC=97=E6=99=BA=E3=80=91?= =?UTF-8?q?=E3=80=90=E6=AD=A6=E6=B1=89=E7=90=86=E5=B7=A5=E5=A4=A7=E5=AD=A6?= =?UTF-8?q?=E3=80=91=E3=80=90ID1272=E3=80=91=E3=80=90MVDSCN=E3=80=91?= =?UTF-8?q?=E6=BA=90=E7=A0=81=E6=8F=90=E4=BA=A4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../cv/MVDSCN_ID1272_for_TensorFlow/LICENSE | 21 +++ .../cv/MVDSCN_ID1272_for_TensorFlow/README.md | 65 +++++++++ .../cv/MVDSCN_ID1272_for_TensorFlow/main.py | 138 ++++++++++++++++++ .../cv/MVDSCN_ID1272_for_TensorFlow/metric.py | 118 +++++++++++++++ .../cv/MVDSCN_ID1272_for_TensorFlow/utils.py | 18 +++ 5 files changed, 360 insertions(+) create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/LICENSE create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/README.md create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/LICENSE b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/LICENSE new file mode 100644 index 000000000..1ad89c85c --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2019 BinYuan Hui + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/README.md b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/README.md new file mode 100644 index 000000000..4f8862170 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/README.md @@ -0,0 +1,65 @@ +# MvDSCN +:game_die: Tensorflow Repo for "Multi-view Deep Subspace Clustering Networks" + + +[[Paper]](https://arxiv.org/abs/1908.01978) (submitted to **TIP 2019**) + +# Overview + +In this work, we propose a novel multi-view deep subspace clustering network (MvDSCN) by learning a multi-view self-representation matrix in an end to end manner. +MvDSCN consists of two sub-networks, i.e., diversity network (Dnet) and universality network (Unet). +A latent space is built upon deep convolutional auto-encoders and a self-representation matrix is learned in the latent space using a fully connected layer. +Dnet learns view-specific self-representation matrices while Unet learns a common self-representation matrix for all views. +To exploit the complementarity of multi-view representations, Hilbert Schmidt Independence Criterion (HSIC) is introduced as a diversity regularization, which can capture +the non-linear and high-order inter-view relations. +As different views share the same label space, the self-representation matrices of each view are aligned to the common one by a universality regularization. + + +![MvDSCN](/assets/Architecture.jpg) + + +# Requirements + +* Tensorflow +* scipy +* numpy +* sklearn +* munkres + +# Usage + +* Test by Released Result: + +```bash +python main.py --test +``` + +* Train Network with Finetune. + +We have released the pretrain model in `/pretrain` folder, you can train it with finetune: + +```bash +python main.py --ft +``` + +* Pretrain Auoencoder From Scratch: + +You re-train autoencoder from scarath: +``` +python main.py +``` + +# Citation +Please star :star2: this repo and cite :page_facing_up: this paper if you want to use it in your work. + +``` +@article{zhu2019multiview, + title={Multi-view Deep Subspace Clustering Networks}, + author={Pengfei Zhu and Binyuan Hui and Changqing Zhang and Dawei Du and Longyin Wen and Qinghua Hu}, + journal={ArXiv: 1908.01978} + year={2019} +} +``` + +# License +MIT License diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py new file mode 100644 index 000000000..c20f1e4a6 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py @@ -0,0 +1,138 @@ +import argparse +import numpy as np +from model.rgbd import MTV +from utils import process_data +from metric import thrC, post_proC, err_rate +from metric import normalized_mutual_info_score, f1_score, rand_index_score, adjusted_rand_score + +import tensorflow as tf +import os + +import scipy.io as sio +import time + +parser = argparse.ArgumentParser(description='Multi-view Deep Subspace CLustering Networks') +parser.add_argument('--path', metavar='DIR', default='./Data/rgbd_mtv.mat', + help='path to dataset') + +parser.add_argument('--epochs', default=10000, type=int, metavar='N', + help='number of total epochs to run') + +parser.add_argument('--pretrain', default=10000, type=int, metavar='N', + help='number of total epochs to run') + +parser.add_argument('--lr', default=1e-3, type=float, + help='number of total epochs to run') + +parser.add_argument('--gpu', default='0', type=str, + help='GPU id to use.') + +parser.add_argument('--ft', action='store_true', help='finetune') + +parser.add_argument('--test', action='store_true', help='run kmeans on learned coef') + +np.random.seed(1) +tf.compat.v1.set_random_seed(1) + + +def main(): + args = parser.parse_args() + np.random.seed(1) + tf.compat.v1.set_random_seed(1) + # ignore tensorflow warning + # os.environ['TF_CPP_MIN_LOG_LEVEL'] = '1' + # os.environ["CUDA_VISIBLE_DEVICES"] = args.gpu + os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID" + os.environ["CUDA_VISIBLE_DEVICES"] = "1" # 使用第二块GPU(从0开始) + + view_shape, views, label = process_data(args) + num_class = np.unique(label).shape[0] + batch_size = label.shape[0] + # class_single = batch_size / num_class # 10 + + reg1 = 1.0 + reg2 = 1.0 + alpha = max(0.4 - (num_class-1)/10 * 0.1, 0.1) + lr = args.lr + acc_= [] + + tf.compat.v1.reset_default_graph() + + if args.test: + label_10_subjs = label - label.min() + 1 + label_10_subjs = np.squeeze(label_10_subjs) + Coef = sio.loadmat('./result/rgbd_coef.mat')['coef'] + print('load mat ..') + y_x, L = post_proC(Coef, label_10_subjs.max(), 3, 1) + missrate_x = err_rate(label_10_subjs, y_x) + acc_x = 1 - missrate_x + nmi = normalized_mutual_info_score(label_10_subjs, y_x) + f_measure = f1_score(label_10_subjs, y_x) + ri = rand_index_score(label_10_subjs, y_x) + ar = adjusted_rand_score(label_10_subjs, y_x) + print("Final Accuracy accuracy %.4f " % acc_x) + print("nmi: %.4f" % nmi, \ + "accuracy: %.4f" % acc_x, \ + "F-measure: %.4f" % f_measure, \ + "RI: %.4f" % ri, \ + "AR: %.4f" % ar) + exit() + + if not args.ft: + # pretrian stage + mtv = MTV(view_shape=view_shape, batch_size=batch_size, ft=False, reg_constant1=reg1, reg_constant2=reg2) + mtv.restore() + epoch = 0 + min_loss = 9970 + while epoch < args.pretrain: + loss = mtv.reconstruct(views[0], views[1], lr) + print("epoch: %.1d" % epoch, "loss: %.8f" % (loss/float(batch_size))) + if loss/float(batch_size) < min_loss: + print('save model.') + mtv.save_model() + min_loss = loss/float(batch_size) + epoch += 1 + else: + t1=time.time() + # self-expressive stage + mtv = MTV(view_shape=view_shape, batch_size=batch_size, ft=True, reg_constant1=reg1, reg_constant2=reg2) + mtv.restore() + Coef = None + label_10_subjs = label - label.min() + 1 + label_10_subjs = np.squeeze(label_10_subjs) + + best_acc, best_epoch = 0, 0 + + epoch = 0 + t = 0 + while epoch < args.epochs: + t3=time.time() + loss, Coef, Coef_1, Coef_2 = mtv.finetune(views[0], views[1], lr) + print("epoch: %.1d" % epoch, "loss: %.8f" % (loss)) + epoch += 1 + t4=time.time() + t = t+(t4-t3) + print("The time of one epoch is: ", t4-t3) + print("The pretrain time is:", t) + + Coef = thrC(Coef, alpha) + sio.savemat('./result/rgbd_coef.mat', dict([('coef', Coef)])) + y_x, L = post_proC(Coef, label_10_subjs.max(), 3, 1) + missrate_x = err_rate(label_10_subjs, y_x) + acc_x = 1 - missrate_x + nmi = normalized_mutual_info_score(label_10_subjs, y_x) + f_measure = f1_score(label_10_subjs, y_x) + ri = rand_index_score(label_10_subjs, y_x) + ar = adjusted_rand_score(label_10_subjs, y_x) + print("Final Accuracy accuracy %.4f " % acc_x) + print("epoch: %d" % epoch, \ + "nmi: %.4f" % nmi, \ + "accuracy: %.4f" % acc_x, \ + "F-measure: %.4f" % f_measure, \ + "RI: %.4f" % ri, \ + "AR: %.4f" % ar) + t2=time.time() + print("The overal time is: ", t2-t1) + +if __name__ == '__main__': + main() \ No newline at end of file diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py new file mode 100644 index 000000000..825f99bf3 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py @@ -0,0 +1,118 @@ +import numpy as np +from sklearn import cluster +from sklearn.preprocessing import normalize +from munkres import Munkres + +from sklearn.metrics.cluster import normalized_mutual_info_score +from sklearn.metrics.cluster import adjusted_rand_score + +from scipy.sparse.linalg import svds +from scipy import sparse as sp +from scipy.special import comb + +np.random.seed(1) + +def best_map(L1, L2): + #L1 should be the groundtruth labels and L2 should be the clustering labels we got + Label1 = np.unique(L1) + nClass1 = len(Label1) + Label2 = np.unique(L2) + nClass2 = len(Label2) + nClass = np.maximum(nClass1,nClass2) + G = np.zeros((nClass,nClass)) + for i in range(nClass1): + ind_cla1 = L1 == Label1[i] + ind_cla1 = ind_cla1.astype(float) + for j in range(nClass2): + ind_cla2 = L2 == Label2[j] + ind_cla2 = ind_cla2.astype(float) + G[i,j] = np.sum(ind_cla2 * ind_cla1) + m = Munkres() + index = m.compute(-G.T) + index = np.array(index) + c = index[:,1] + newL2 = np.zeros(L2.shape) + for i in range(nClass2): + newL2[L2 == Label2[i]] = Label1[c[i]] + return newL2 + +def thrC(C, ro): + if ro < 1: + N = C.shape[1] + Cp = np.zeros((N,N)) + S = np.abs(np.sort(-np.abs(C),axis=0)) + Ind = np.argsort(-np.abs(C),axis=0) + for i in range(N): + cL1 = np.sum(S[:,i]).astype(float) + stop = False + csum = 0 + t = 0 + while(stop == False): + # print(S.shape, t, i) + csum = csum + S[t,i] + if csum > ro*cL1: + stop = True + Cp[Ind[0:t+1,i],i] = C[Ind[0:t+1,i],i] + t = t + 1 + else: + Cp = C + return Cp + +def post_proC(C, K, d, alpha): + # C: coefficient matrix, K: number of clusters, d: dimension of each subspace + C = 0.5*(C + C.T) + r = min(d*K + 1, C.shape[0]-1) + U, S, _ = svds(C, r, v0=np.ones(C.shape[0])) + U = U[:,::-1] + S = np.sqrt(S[::-1]) + S = np.diag(S) + U = U.dot(S) + U = normalize(U, norm='l2', axis = 1) + Z = U.dot(U.T) + Z = Z * (Z>0) + L = np.abs(Z ** alpha) + L = L/L.max() + L = 0.5 * (L + L.T) + spectral = cluster.SpectralClustering(n_clusters=K, eigen_solver='arpack', affinity='precomputed', assign_labels='discretize', random_state=66) + spectral.fit(L) + grp = spectral.fit_predict(L) + 1 + return grp, L + +def err_rate(gt_s, s): + c_x = best_map(gt_s, s) + err_x = np.sum(gt_s[:] != c_x[:]) + missrate = err_x.astype(float) / (gt_s.shape[0]) + return missrate + +def f1_score(gt_s, s): + N = len(gt_s) + num_t = 0 + num_h = 0 + num_i = 0 + for n in range(N-1): + tn = (gt_s[n] == gt_s[n+1:]).astype('int') + hn = (s[n] == s[n+1:]).astype('int') + num_t += np.sum(tn) + num_h += np.sum(hn) + num_i += np.sum(tn * hn) + p = r = f = 1 + if num_h > 0: + p = num_i / num_h + if num_t > 0: + r = num_i / num_t + if p + r == 0: + f = 0 + else: + f = 2 * p * r / (p + r) + return f + +def rand_index_score(clusters, classes): + tp_plus_fp = comb(np.bincount(clusters), 2).sum() + tp_plus_fn = comb(np.bincount(classes), 2).sum() + A = np.c_[(clusters, classes)] + tp = sum(comb(np.bincount(A[A[:, 0] == i, 1]), 2).sum() + for i in set(clusters)) + fp = tp_plus_fp - tp + fn = tp_plus_fn - tp + tn = comb(len(A), 2) - tp - fp - fn + return (tp + tn) / (tp + fp + fn + tn) \ No newline at end of file diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py new file mode 100644 index 000000000..36b6e7ed7 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py @@ -0,0 +1,18 @@ +import numpy as np + +import scipy.io as sio + +def process_data(args): + # to do release other dataset. + if 'rgbd' in args.path: + data = sio.loadmat('./Data/rgbd_mtv.mat') + features = data['X'] + label = data['gt'] + + views = [] + view_shape = [] + for v in features[0]: + view_shape.append(v.shape[1]) + views.append(v) + + return view_shape, views, label \ No newline at end of file -- Gitee From d20f0fbe1729752bfc245f8650354902c25fd8cf Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:16:22 +0000 Subject: [PATCH 03/16] =?UTF-8?q?=E6=96=B0=E5=BB=BA=20model?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/.keep | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/.keep diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/.keep b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/.keep new file mode 100644 index 000000000..e69de29bb -- Gitee From cdd465679793b09c6e7c73322a8ec1096e58f97e Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:16:59 +0000 Subject: [PATCH 04/16] =?UTF-8?q?=E3=80=90=E4=BC=97=E6=99=BA=E3=80=91?= =?UTF-8?q?=E3=80=90=E6=AD=A6=E6=B1=89=E7=90=86=E5=B7=A5=E5=A4=A7=E5=AD=A6?= =?UTF-8?q?=E3=80=91=E3=80=90ID1272=E3=80=91=E3=80=90MVDSCN=E3=80=91?= =?UTF-8?q?=E6=BA=90=E7=A0=81=E6=8F=90=E4=BA=A4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../model/__init__.py | 0 .../model/rgbd.py | 261 ++++++++++++++++++ 2 files changed, 261 insertions(+) create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py new file mode 100644 index 000000000..0bcdad958 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py @@ -0,0 +1,261 @@ +import tensorflow as tf + + +class MTV: + def __init__(self, view_shape, batch_size, ft=False, reg_constant1 = 1.0, reg_constant2 = 1.0, reg = None, \ + denoise = False, model_path = './pretrain/rgbd/ae_fusion', restore_path = './pretrain/rgbd/ae_fusion'): + self.ft = ft + self.view1_input = view_shape[0] + self.view2_input = view_shape[1] + self.view3_input = view_shape[2] + self.batch_size = batch_size + + self.model_path = model_path + self.restore_path = restore_path + self.iter = 0 + + # different view feature input + self.view1 = tf.compat.v1.placeholder(tf.float32, [None, 64, 64, 3], name='view_1') + self.view2 = tf.compat.v1.placeholder(tf.float32, [None, 64, 64, 1], name='view_2') + + # learning rate + self.lr = tf.compat.v1.placeholder(tf.float32, [], name='lr') + + # encoder + # latent is the output of Unet encoder + latent1 = self.encoder1(self.view1) + latent2 = self.encoder2(self.view2) + + # lantent_single means output of Dnet encoder + latent1_single = self.encoder1_single(self.view1) + latent2_single = self.encoder2_single(self.view2) + + # reshape + self.z1 = tf.reshape(latent1, [batch_size, -1]) + self.z2 = tf.reshape(latent2, [batch_size, -1]) + z1 = self.z1 + z2 = self.z2 + + z1_single = tf.reshape(latent1_single, [batch_size, -1]) + z2_single = tf.reshape(latent2_single, [batch_size, -1]) + + # self-expressive layer + # common expressive + self.Coef = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef') + # single expressive + self.Coef_1 = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef_1') + self.Coef_2 = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef_2') + + + # normalize + self.Coef = (self.Coef - tf.compat.v1.diag(tf.compat.v1.diag_part(self.Coef))) + + self.Coef_1 = (self.Coef_1 - tf.compat.v1.diag(tf.compat.v1.diag_part(self.Coef_1))) + self.Coef_2 = (self.Coef_2 - tf.compat.v1.diag(tf.compat.v1.diag_part(self.Coef_2))) + + # zc + z1_c = tf.matmul(self.Coef, z1) + z2_c = tf.matmul(self.Coef, z2) + + z1_c_single = tf.matmul(self.Coef_1, z1_single) + z2_c_single = tf.matmul(self.Coef_2, z2_single) + + # reshape + latent1_c = tf.reshape(z1_c, tf.shape(latent1)) + latent2_c = tf.reshape(z2_c, tf.shape(latent2)) + + latent1_c_single = tf.reshape(z1_c_single, tf.shape(latent1_single)) + latent2_c_single = tf.reshape(z2_c_single, tf.shape(latent2_single)) + + if self.ft: + # reconst with self-expressive + self.view1_r = self.decoder1(latent1_c) + self.view2_r = self.decoder2(latent2_c) + + self.view1_r_single = self.decoder1_single(latent1_c_single) + self.view2_r_single = self.decoder2_single(latent2_c_single) + + else: + # only reconst by autoencoder + self.view1_r = self.decoder1(latent1) + self.view2_r = self.decoder2(latent2) + + self.view1_r_single = self.decoder1_single(latent1_single) + self.view2_r_single = self.decoder2_single(latent2_single) + + print(latent1.shape, self.view1_r.shape) + print(latent2.shape, self.view2_r.shape) + + # reconstruction loss by Unet + self.reconst_loss_1 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view1_r, self.view1), 2.0)) + self.reconst_loss_2 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view2_r, self.view2), 2.0)) + + # reconstruction loss by Dnet + self.reconst_loss_1_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view1_r_single, self.view1), 2.0)) + self.reconst_loss_2_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view2_r_single, self.view2), 2.0)) + + + self.reconst_loss_single = self.reconst_loss_1_single + self.reconst_loss_2_single + + # reconstruction loss all (Unet + Dnet) + self.reconst_loss = self.reconst_loss_1 + self.reconst_loss_2 + self.reconst_loss += self.reconst_loss_single + + # self-expressive loss by Unet + self.selfexpress_loss_1 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z1_c, z1), 2.0)) + self.selfexpress_loss_2 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z2_c, z2), 2.0)) + # self-expressive loss by Dnet + self.selfexpress_loss_1_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z1_c_single, z1_single), 2.0)) + self.selfexpress_loss_2_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z2_c_single, z2_single), 2.0)) + + # selfexpress all (Unet + Dnet) + self.selfexpress_loss = self.selfexpress_loss_1 + self.selfexpress_loss_2 + self.selfexpress_loss_single = self.selfexpress_loss_1_single + self.selfexpress_loss_2_single + + self.selfexpress_loss += self.selfexpress_loss_single + + # Coef regularization + self.reg_loss = tf.reduce_sum(tf.pow(self.Coef, 2.0)) + + self.reg_loss += tf.reduce_sum(tf.pow(self.Coef_1, 2.0)) + self.reg_loss += tf.reduce_sum(tf.pow(self.Coef_2, 2.0)) + + + # unify loss + self.unify_loss = tf.reduce_sum(tf.abs(tf.subtract(self.Coef, self.Coef_1))) + \ + tf.reduce_sum(tf.abs(tf.subtract(self.Coef, self.Coef_2))) + + + self.hsic_loss = self.HSIC(self.Coef_1, self.Coef_2) + + # summary loss + self.loss = self.reconst_loss + reg_constant1 * self.reg_loss + reg_constant2 * self.selfexpress_loss + self.unify_loss * 0.1 + self.hsic_loss * 0.1 + + # selfexpression optimizer + self.optimizer = tf.compat.v1.train.AdamOptimizer(learning_rate=self.lr).minimize(self.loss) + # autoencoder optimizer + self.optimizer_ae = tf.compat.v1.train.AdamOptimizer(learning_rate=self.lr).minimize(self.reconst_loss) + # session + self.init = tf.compat.v1.global_variables_initializer() + config = tf.compat.v1.ConfigProto() + config.gpu_options.allow_growth=True + self.sess = tf.compat.v1.Session(config=config) + self.sess.run(self.init) + + + self.saver = tf.compat.v1.train.Saver( + [v for v in tf.compat.v1.trainable_variables() if not (v.name.startswith("Coef"))] + ) + + def HSIC(self, c_v, c_w): + N = tf.shape(c_v)[0] + H = tf.ones((N, N)) * tf.cast((1/N), tf.float32) * (-1) + tf.eye(N) + K_1 = tf.matmul(c_v, tf.transpose(c_v)) + K_2 = tf.matmul(c_w, tf.transpose(c_w)) + rst = tf.matmul(K_1, H) + rst = tf.matmul(rst, K_2) + rst = tf.matmul(rst, H) + rst = tf.linalg.trace(rst) + return rst + + + def conv_block(self, inputs, out_channels, name='conv'): + conv = tf.layers.conv2d(inputs, out_channels, kernel_size=3, strides=2, padding="same") + conv = tf.nn.relu(conv) + return conv + + def deconv_block(self, inputs, out_channels, name='conv'): + deconv = tf.layers.conv2d_transpose(inputs, out_channels, kernel_size=3, strides=2, padding='same') + deconv = tf.nn.relu(deconv) + return deconv + + def encoder1(self, x): + net = self.conv_block(x, 64) + net = self.conv_block(net, 64) + net = self.conv_block(net, 64) + return net + + def encoder1_single(self, x): + net = self.conv_block(x, 64) + net = self.conv_block(net, 64) + net = self.conv_block(net, 64) + return net + + def decoder1(self, z): + net = self.deconv_block(z, 64) + net = self.deconv_block(net, 64) + net = self.deconv_block(net, 3) + return net + + def decoder1_single(self, z): + net = self.deconv_block(z, 64) + net = self.deconv_block(net, 64) + net = self.deconv_block(net, 3) + return net + + def encoder2(self, x): + net = self.conv_block(x, 64) + net = self.conv_block(net, 64) + net = self.conv_block(net, 64) + return net + + def encoder2_single(self, x): + net = self.conv_block(x, 64) + net = self.conv_block(net, 64) + net = self.conv_block(net, 64) + return net + + def decoder2(self, z): + net = self.deconv_block(z, 64) + net = self.deconv_block(net, 64) + net = self.deconv_block(net, 1) + return net + + def decoder2_single(self, z): + net = self.deconv_block(z, 64) + net = self.deconv_block(net, 64) + net = self.deconv_block(net, 1) + return net + + def finetune(self, view1, view2, lr): + loss, _, Coef, Coef_1, Coef_2 = self.sess.run( + (self.loss, self.optimizer, self.Coef, self.Coef_1, self.Coef_2), + feed_dict={ + self.view1: view1, + self.view2: view2, + self.lr: lr + }) + return loss, Coef, Coef_1, Coef_2 + + def reconstruct(self, view1, view2, lr): + loss, _ = self.sess.run( + [self.reconst_loss, self.optimizer_ae], + feed_dict={ + self.view1: view1, + self.view2: view2, + self.lr: lr + } + ) + return loss + + def initlization(self): + self.sess.run(self.init) + + def save_model(self): + save_path = self.saver.save(self.sess, self.model_path) + print("model saved in ", save_path) + return save_path + + def restore(self): + self.saver.restore(self.sess, self.restore_path) + print("mode restored successed.") + + def get_latent(self, view1, view2): + latent_1, latent_2 = self.sess.run( + [self.z1, self.z2], + feed_dict={ + self.view1: view1, + self.view2: view2 + } + ) + return latent_1, latent_2 \ No newline at end of file -- Gitee From 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zM)vJZZdrJ+oWIesW!33-iSs_whz|3g&?=InJIN;+STzF^t8|c9ENNF6*W`@LZNIRc0e7TxnHxdz%@WX zPqL>ES2A;BzXwiYDiUF!QwU-Q8DSuHpr;6B?EoEM?pHXs^)Jp30`dnxuG#;1`d?4` z)CIrUVKic3@m2bl@7P-n@o1; z+?C{j6~2fArfa;$iquKh_`CdhDOHlx>jyWVhdIf1hkyoOQP@IZ*dAI%Y=dI_uT?2F zoA%zH1n?JDpE}};NO3tg6@*|uUcA84Qj`aJ2|0rmWs$Akvuug`$ULdVf!tbm z`)Qd5o-yGlY{-^;9Iz?VH)e$`KC#zl&ih&}YPus()Pae5%)-q_@Y9dw(7p7#1*Wgo z^(=WDCa5bsHqw87d4GiVv+NKbSPyuekN-MlBTUX5@zoP-j H&cHta?mOKT literal 0 HcmV?d00001 -- Gitee From 7bac8926699855f9335734e9126f7272ec590976 Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:18:18 +0000 Subject: [PATCH 07/16] =?UTF-8?q?=E5=88=A0=E9=99=A4=E6=96=87=E4=BB=B6=20Te?= =?UTF-8?q?nsorFlow/contrib/cv/MVDSCN=5FID1272=5Ffor=5FTensorFlow/main.py?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../cv/MVDSCN_ID1272_for_TensorFlow/main.py | 138 ------------------ 1 file changed, 138 deletions(-) delete mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py deleted file mode 100644 index c20f1e4a6..000000000 --- a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py +++ /dev/null @@ -1,138 +0,0 @@ -import argparse -import numpy as np -from model.rgbd import MTV -from utils import process_data -from metric import thrC, post_proC, err_rate -from metric import normalized_mutual_info_score, f1_score, rand_index_score, adjusted_rand_score - -import tensorflow as tf -import os - -import scipy.io as sio -import time - -parser = argparse.ArgumentParser(description='Multi-view Deep Subspace CLustering Networks') -parser.add_argument('--path', metavar='DIR', default='./Data/rgbd_mtv.mat', - help='path to dataset') - -parser.add_argument('--epochs', default=10000, type=int, metavar='N', - help='number of total epochs to run') - -parser.add_argument('--pretrain', default=10000, type=int, metavar='N', - help='number of total epochs to run') - -parser.add_argument('--lr', default=1e-3, type=float, - help='number of total epochs to run') - -parser.add_argument('--gpu', default='0', type=str, - help='GPU id to use.') - -parser.add_argument('--ft', action='store_true', help='finetune') - -parser.add_argument('--test', action='store_true', help='run kmeans on learned coef') - -np.random.seed(1) -tf.compat.v1.set_random_seed(1) - - -def main(): - args = parser.parse_args() - np.random.seed(1) - tf.compat.v1.set_random_seed(1) - # ignore tensorflow warning - # os.environ['TF_CPP_MIN_LOG_LEVEL'] = '1' - # os.environ["CUDA_VISIBLE_DEVICES"] = args.gpu - os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID" - os.environ["CUDA_VISIBLE_DEVICES"] = "1" # 使用第二块GPU(从0开始) - - view_shape, views, label = process_data(args) - num_class = np.unique(label).shape[0] - batch_size = label.shape[0] - # class_single = batch_size / num_class # 10 - - reg1 = 1.0 - reg2 = 1.0 - alpha = max(0.4 - (num_class-1)/10 * 0.1, 0.1) - lr = args.lr - acc_= [] - - tf.compat.v1.reset_default_graph() - - if args.test: - label_10_subjs = label - label.min() + 1 - label_10_subjs = np.squeeze(label_10_subjs) - Coef = sio.loadmat('./result/rgbd_coef.mat')['coef'] - print('load mat ..') - y_x, L = post_proC(Coef, label_10_subjs.max(), 3, 1) - missrate_x = err_rate(label_10_subjs, y_x) - acc_x = 1 - missrate_x - nmi = normalized_mutual_info_score(label_10_subjs, y_x) - f_measure = f1_score(label_10_subjs, y_x) - ri = rand_index_score(label_10_subjs, y_x) - ar = adjusted_rand_score(label_10_subjs, y_x) - print("Final Accuracy accuracy %.4f " % acc_x) - print("nmi: %.4f" % nmi, \ - "accuracy: %.4f" % acc_x, \ - "F-measure: %.4f" % f_measure, \ - "RI: %.4f" % ri, \ - "AR: %.4f" % ar) - exit() - - if not args.ft: - # pretrian stage - mtv = MTV(view_shape=view_shape, batch_size=batch_size, ft=False, reg_constant1=reg1, reg_constant2=reg2) - mtv.restore() - epoch = 0 - min_loss = 9970 - while epoch < args.pretrain: - loss = mtv.reconstruct(views[0], views[1], lr) - print("epoch: %.1d" % epoch, "loss: %.8f" % (loss/float(batch_size))) - if loss/float(batch_size) < min_loss: - print('save model.') - mtv.save_model() - min_loss = loss/float(batch_size) - epoch += 1 - else: - t1=time.time() - # self-expressive stage - mtv = MTV(view_shape=view_shape, batch_size=batch_size, ft=True, reg_constant1=reg1, reg_constant2=reg2) - mtv.restore() - Coef = None - label_10_subjs = label - label.min() + 1 - label_10_subjs = np.squeeze(label_10_subjs) - - best_acc, best_epoch = 0, 0 - - epoch = 0 - t = 0 - while epoch < args.epochs: - t3=time.time() - loss, Coef, Coef_1, Coef_2 = mtv.finetune(views[0], views[1], lr) - print("epoch: %.1d" % epoch, "loss: %.8f" % (loss)) - epoch += 1 - t4=time.time() - t = t+(t4-t3) - print("The time of one epoch is: ", t4-t3) - print("The pretrain time is:", t) - - Coef = thrC(Coef, alpha) - sio.savemat('./result/rgbd_coef.mat', dict([('coef', Coef)])) - y_x, L = post_proC(Coef, label_10_subjs.max(), 3, 1) - missrate_x = err_rate(label_10_subjs, y_x) - acc_x = 1 - missrate_x - nmi = normalized_mutual_info_score(label_10_subjs, y_x) - f_measure = f1_score(label_10_subjs, y_x) - ri = rand_index_score(label_10_subjs, y_x) - ar = adjusted_rand_score(label_10_subjs, y_x) - print("Final Accuracy accuracy %.4f " % acc_x) - print("epoch: %d" % epoch, \ - "nmi: %.4f" % nmi, \ - "accuracy: %.4f" % acc_x, \ - "F-measure: %.4f" % f_measure, \ - "RI: %.4f" % ri, \ - "AR: %.4f" % ar) - t2=time.time() - print("The overal time is: ", t2-t1) - -if __name__ == '__main__': - main() \ No newline at end of file -- Gitee From c0223f91c90b08612ffd3a9c637617155451598a Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:18:23 +0000 Subject: [PATCH 08/16] =?UTF-8?q?=E5=88=A0=E9=99=A4=E6=96=87=E4=BB=B6=20Te?= =?UTF-8?q?nsorFlow/contrib/cv/MVDSCN=5FID1272=5Ffor=5FTensorFlow/metric.p?= =?UTF-8?q?y?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../cv/MVDSCN_ID1272_for_TensorFlow/metric.py | 118 ------------------ 1 file changed, 118 deletions(-) delete mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py deleted file mode 100644 index 825f99bf3..000000000 --- a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py +++ /dev/null @@ -1,118 +0,0 @@ -import numpy as np -from sklearn import cluster -from sklearn.preprocessing import normalize -from munkres import Munkres - -from sklearn.metrics.cluster import normalized_mutual_info_score -from sklearn.metrics.cluster import adjusted_rand_score - -from scipy.sparse.linalg import svds -from scipy import sparse as sp -from scipy.special import comb - -np.random.seed(1) - -def best_map(L1, L2): - #L1 should be the groundtruth labels and L2 should be the clustering labels we got - Label1 = np.unique(L1) - nClass1 = len(Label1) - Label2 = np.unique(L2) - nClass2 = len(Label2) - nClass = np.maximum(nClass1,nClass2) - G = np.zeros((nClass,nClass)) - for i in range(nClass1): - ind_cla1 = L1 == Label1[i] - ind_cla1 = ind_cla1.astype(float) - for j in range(nClass2): - ind_cla2 = L2 == Label2[j] - ind_cla2 = ind_cla2.astype(float) - G[i,j] = np.sum(ind_cla2 * ind_cla1) - m = Munkres() - index = m.compute(-G.T) - index = np.array(index) - c = index[:,1] - newL2 = np.zeros(L2.shape) - for i in range(nClass2): - newL2[L2 == Label2[i]] = Label1[c[i]] - return newL2 - -def thrC(C, ro): - if ro < 1: - N = C.shape[1] - Cp = np.zeros((N,N)) - S = np.abs(np.sort(-np.abs(C),axis=0)) - Ind = np.argsort(-np.abs(C),axis=0) - for i in range(N): - cL1 = np.sum(S[:,i]).astype(float) - stop = False - csum = 0 - t = 0 - while(stop == False): - # print(S.shape, t, i) - csum = csum + S[t,i] - if csum > ro*cL1: - stop = True - Cp[Ind[0:t+1,i],i] = C[Ind[0:t+1,i],i] - t = t + 1 - else: - Cp = C - return Cp - -def post_proC(C, K, d, alpha): - # C: coefficient matrix, K: number of clusters, d: dimension of each subspace - C = 0.5*(C + C.T) - r = min(d*K + 1, C.shape[0]-1) - U, S, _ = svds(C, r, v0=np.ones(C.shape[0])) - U = U[:,::-1] - S = np.sqrt(S[::-1]) - S = np.diag(S) - U = U.dot(S) - U = normalize(U, norm='l2', axis = 1) - Z = U.dot(U.T) - Z = Z * (Z>0) - L = np.abs(Z ** alpha) - L = L/L.max() - L = 0.5 * (L + L.T) - spectral = cluster.SpectralClustering(n_clusters=K, eigen_solver='arpack', affinity='precomputed', assign_labels='discretize', random_state=66) - spectral.fit(L) - grp = spectral.fit_predict(L) + 1 - return grp, L - -def err_rate(gt_s, s): - c_x = best_map(gt_s, s) - err_x = np.sum(gt_s[:] != c_x[:]) - missrate = err_x.astype(float) / (gt_s.shape[0]) - return missrate - -def f1_score(gt_s, s): - N = len(gt_s) - num_t = 0 - num_h = 0 - num_i = 0 - for n in range(N-1): - tn = (gt_s[n] == gt_s[n+1:]).astype('int') - hn = (s[n] == s[n+1:]).astype('int') - num_t += np.sum(tn) - num_h += np.sum(hn) - num_i += np.sum(tn * hn) - p = r = f = 1 - if num_h > 0: - p = num_i / num_h - if num_t > 0: - r = num_i / num_t - if p + r == 0: - f = 0 - else: - f = 2 * p * r / (p + r) - return f - -def rand_index_score(clusters, classes): - tp_plus_fp = comb(np.bincount(clusters), 2).sum() - tp_plus_fn = comb(np.bincount(classes), 2).sum() - A = np.c_[(clusters, classes)] - tp = sum(comb(np.bincount(A[A[:, 0] == i, 1]), 2).sum() - for i in set(clusters)) - fp = tp_plus_fp - tp - fn = tp_plus_fn - tp - tn = comb(len(A), 2) - tp - fp - fn - return (tp + tn) / (tp + fp + fn + tn) \ No newline at end of file -- Gitee From 34cf4131a6705ff71d3497a2434c779b4eb94786 Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:18:30 +0000 Subject: [PATCH 09/16] =?UTF-8?q?=E5=88=A0=E9=99=A4=E6=96=87=E4=BB=B6=20Te?= =?UTF-8?q?nsorFlow/contrib/cv/MVDSCN=5FID1272=5Ffor=5FTensorFlow/utils.py?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../cv/MVDSCN_ID1272_for_TensorFlow/utils.py | 18 ------------------ 1 file changed, 18 deletions(-) delete mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py deleted file mode 100644 index 36b6e7ed7..000000000 --- a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py +++ /dev/null @@ -1,18 +0,0 @@ -import numpy as np - -import scipy.io as sio - -def process_data(args): - # to do release other dataset. - if 'rgbd' in args.path: - data = sio.loadmat('./Data/rgbd_mtv.mat') - features = data['X'] - label = data['gt'] - - views = [] - view_shape = [] - for v in features[0]: - view_shape.append(v.shape[1]) - views.append(v) - - return view_shape, views, label \ No newline at end of file -- Gitee From 46904469c76aaf9a4166fc96d47bb5ae12d6e1c5 Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:18:43 +0000 Subject: [PATCH 10/16] =?UTF-8?q?=E5=88=A0=E9=99=A4=E6=96=87=E4=BB=B6=20Te?= =?UTF-8?q?nsorFlow/contrib/cv/MVDSCN=5FID1272=5Ffor=5FTensorFlow/model/?= =?UTF-8?q?=5F=5Finit=5F=5F.py?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py deleted file mode 100644 index e69de29bb..000000000 -- Gitee From 91251a884692d28ebfffe1ce21ba27a91b89f03a Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:18:50 +0000 Subject: [PATCH 11/16] =?UTF-8?q?=E5=88=A0=E9=99=A4=E6=96=87=E4=BB=B6=20Te?= =?UTF-8?q?nsorFlow/contrib/cv/MVDSCN=5FID1272=5Ffor=5FTensorFlow/model/rg?= =?UTF-8?q?bd.py?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../model/rgbd.py | 261 ------------------ 1 file changed, 261 deletions(-) delete mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py deleted file mode 100644 index 0bcdad958..000000000 --- a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py +++ /dev/null @@ -1,261 +0,0 @@ -import tensorflow as tf - - -class MTV: - def __init__(self, view_shape, batch_size, ft=False, reg_constant1 = 1.0, reg_constant2 = 1.0, reg = None, \ - denoise = False, model_path = './pretrain/rgbd/ae_fusion', restore_path = './pretrain/rgbd/ae_fusion'): - self.ft = ft - self.view1_input = view_shape[0] - self.view2_input = view_shape[1] - self.view3_input = view_shape[2] - self.batch_size = batch_size - - self.model_path = model_path - self.restore_path = restore_path - self.iter = 0 - - # different view feature input - self.view1 = tf.compat.v1.placeholder(tf.float32, [None, 64, 64, 3], name='view_1') - self.view2 = tf.compat.v1.placeholder(tf.float32, [None, 64, 64, 1], name='view_2') - - # learning rate - self.lr = tf.compat.v1.placeholder(tf.float32, [], name='lr') - - # encoder - # latent is the output of Unet encoder - latent1 = self.encoder1(self.view1) - latent2 = self.encoder2(self.view2) - - # lantent_single means output of Dnet encoder - latent1_single = self.encoder1_single(self.view1) - latent2_single = self.encoder2_single(self.view2) - - # reshape - self.z1 = tf.reshape(latent1, [batch_size, -1]) - self.z2 = tf.reshape(latent2, [batch_size, -1]) - z1 = self.z1 - z2 = self.z2 - - z1_single = tf.reshape(latent1_single, [batch_size, -1]) - z2_single = tf.reshape(latent2_single, [batch_size, -1]) - - # self-expressive layer - # common expressive - self.Coef = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef') - # single expressive - self.Coef_1 = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef_1') - self.Coef_2 = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef_2') - - - # normalize - self.Coef = (self.Coef - tf.compat.v1.diag(tf.compat.v1.diag_part(self.Coef))) - - self.Coef_1 = (self.Coef_1 - tf.compat.v1.diag(tf.compat.v1.diag_part(self.Coef_1))) - self.Coef_2 = (self.Coef_2 - tf.compat.v1.diag(tf.compat.v1.diag_part(self.Coef_2))) - - # zc - z1_c = tf.matmul(self.Coef, z1) - z2_c = tf.matmul(self.Coef, z2) - - z1_c_single = tf.matmul(self.Coef_1, z1_single) - z2_c_single = tf.matmul(self.Coef_2, z2_single) - - # reshape - latent1_c = tf.reshape(z1_c, tf.shape(latent1)) - latent2_c = tf.reshape(z2_c, tf.shape(latent2)) - - latent1_c_single = tf.reshape(z1_c_single, tf.shape(latent1_single)) - latent2_c_single = tf.reshape(z2_c_single, tf.shape(latent2_single)) - - if self.ft: - # reconst with self-expressive - self.view1_r = self.decoder1(latent1_c) - self.view2_r = self.decoder2(latent2_c) - - self.view1_r_single = self.decoder1_single(latent1_c_single) - self.view2_r_single = self.decoder2_single(latent2_c_single) - - else: - # only reconst by autoencoder - self.view1_r = self.decoder1(latent1) - self.view2_r = self.decoder2(latent2) - - self.view1_r_single = self.decoder1_single(latent1_single) - self.view2_r_single = self.decoder2_single(latent2_single) - - print(latent1.shape, self.view1_r.shape) - print(latent2.shape, self.view2_r.shape) - - # reconstruction loss by Unet - self.reconst_loss_1 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view1_r, self.view1), 2.0)) - self.reconst_loss_2 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view2_r, self.view2), 2.0)) - - # reconstruction loss by Dnet - self.reconst_loss_1_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view1_r_single, self.view1), 2.0)) - self.reconst_loss_2_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view2_r_single, self.view2), 2.0)) - - - self.reconst_loss_single = self.reconst_loss_1_single + self.reconst_loss_2_single - - # reconstruction loss all (Unet + Dnet) - self.reconst_loss = self.reconst_loss_1 + self.reconst_loss_2 - self.reconst_loss += self.reconst_loss_single - - # self-expressive loss by Unet - self.selfexpress_loss_1 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z1_c, z1), 2.0)) - self.selfexpress_loss_2 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z2_c, z2), 2.0)) - # self-expressive loss by Dnet - self.selfexpress_loss_1_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z1_c_single, z1_single), 2.0)) - self.selfexpress_loss_2_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z2_c_single, z2_single), 2.0)) - - # selfexpress all (Unet + Dnet) - self.selfexpress_loss = self.selfexpress_loss_1 + self.selfexpress_loss_2 - self.selfexpress_loss_single = self.selfexpress_loss_1_single + self.selfexpress_loss_2_single - - self.selfexpress_loss += self.selfexpress_loss_single - - # Coef regularization - self.reg_loss = tf.reduce_sum(tf.pow(self.Coef, 2.0)) - - self.reg_loss += tf.reduce_sum(tf.pow(self.Coef_1, 2.0)) - self.reg_loss += tf.reduce_sum(tf.pow(self.Coef_2, 2.0)) - - - # unify loss - self.unify_loss = tf.reduce_sum(tf.abs(tf.subtract(self.Coef, self.Coef_1))) + \ - tf.reduce_sum(tf.abs(tf.subtract(self.Coef, self.Coef_2))) - - - self.hsic_loss = self.HSIC(self.Coef_1, self.Coef_2) - - # summary loss - self.loss = self.reconst_loss + reg_constant1 * self.reg_loss + reg_constant2 * self.selfexpress_loss + self.unify_loss * 0.1 + self.hsic_loss * 0.1 - - # selfexpression optimizer - self.optimizer = tf.compat.v1.train.AdamOptimizer(learning_rate=self.lr).minimize(self.loss) - # autoencoder optimizer - self.optimizer_ae = tf.compat.v1.train.AdamOptimizer(learning_rate=self.lr).minimize(self.reconst_loss) - # session - self.init = tf.compat.v1.global_variables_initializer() - config = tf.compat.v1.ConfigProto() - config.gpu_options.allow_growth=True - self.sess = tf.compat.v1.Session(config=config) - self.sess.run(self.init) - - - self.saver = tf.compat.v1.train.Saver( - [v for v in tf.compat.v1.trainable_variables() if not (v.name.startswith("Coef"))] - ) - - def HSIC(self, c_v, c_w): - N = tf.shape(c_v)[0] - H = tf.ones((N, N)) * tf.cast((1/N), tf.float32) * (-1) + tf.eye(N) - K_1 = tf.matmul(c_v, tf.transpose(c_v)) - K_2 = tf.matmul(c_w, tf.transpose(c_w)) - rst = tf.matmul(K_1, H) - rst = tf.matmul(rst, K_2) - rst = tf.matmul(rst, H) - rst = tf.linalg.trace(rst) - return rst - - - def conv_block(self, inputs, out_channels, name='conv'): - conv = tf.layers.conv2d(inputs, out_channels, kernel_size=3, strides=2, padding="same") - conv = tf.nn.relu(conv) - return conv - - def deconv_block(self, inputs, out_channels, name='conv'): - deconv = tf.layers.conv2d_transpose(inputs, out_channels, kernel_size=3, strides=2, padding='same') - deconv = tf.nn.relu(deconv) - return deconv - - def encoder1(self, x): - net = self.conv_block(x, 64) - net = self.conv_block(net, 64) - net = self.conv_block(net, 64) - return net - - def encoder1_single(self, x): - net = self.conv_block(x, 64) - net = self.conv_block(net, 64) - net = self.conv_block(net, 64) - return net - - def decoder1(self, z): - net = self.deconv_block(z, 64) - net = self.deconv_block(net, 64) - net = self.deconv_block(net, 3) - return net - - def decoder1_single(self, z): - net = self.deconv_block(z, 64) - net = self.deconv_block(net, 64) - net = self.deconv_block(net, 3) - return net - - def encoder2(self, x): - net = self.conv_block(x, 64) - net = self.conv_block(net, 64) - net = self.conv_block(net, 64) - return net - - def encoder2_single(self, x): - net = self.conv_block(x, 64) - net = self.conv_block(net, 64) - net = self.conv_block(net, 64) - return net - - def decoder2(self, z): - net = self.deconv_block(z, 64) - net = self.deconv_block(net, 64) - net = self.deconv_block(net, 1) - return net - - def decoder2_single(self, z): - net = self.deconv_block(z, 64) - net = self.deconv_block(net, 64) - net = self.deconv_block(net, 1) - return net - - def finetune(self, view1, view2, lr): - loss, _, Coef, Coef_1, Coef_2 = self.sess.run( - (self.loss, self.optimizer, self.Coef, self.Coef_1, self.Coef_2), - feed_dict={ - self.view1: view1, - self.view2: view2, - self.lr: lr - }) - return loss, Coef, Coef_1, Coef_2 - - def reconstruct(self, view1, view2, lr): - loss, _ = self.sess.run( - [self.reconst_loss, self.optimizer_ae], - feed_dict={ - self.view1: view1, - self.view2: view2, - self.lr: lr - } - ) - return loss - - def initlization(self): - self.sess.run(self.init) - - def save_model(self): - save_path = self.saver.save(self.sess, self.model_path) - print("model saved in ", save_path) - return save_path - - def restore(self): - self.saver.restore(self.sess, self.restore_path) - print("mode restored successed.") - - def get_latent(self, view1, view2): - latent_1, latent_2 = self.sess.run( - [self.z1, self.z2], - feed_dict={ - self.view1: view1, - self.view2: view2 - } - ) - return latent_1, latent_2 \ No newline at end of file -- Gitee From e8df3e01efe45f46ec0a7f1410359cc57fadb2d6 Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:19:15 +0000 Subject: [PATCH 12/16] =?UTF-8?q?=E3=80=90=E4=BC=97=E6=99=BA=E3=80=91?= =?UTF-8?q?=E3=80=90=E6=AD=A6=E6=B1=89=E7=90=86=E5=B7=A5=E5=A4=A7=E5=AD=A6?= =?UTF-8?q?=E3=80=91=E3=80=90ID1272=E3=80=91=E3=80=90MVDSCN=E3=80=91?= =?UTF-8?q?=E6=BA=90=E7=A0=81=E6=8F=90=E4=BA=A4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../model/__init__.py | 7 + .../model/rgbd.py | 267 ++++++++++++++++++ 2 files changed, 274 insertions(+) create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py new file mode 100644 index 000000000..1e2e97566 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/__init__.py @@ -0,0 +1,7 @@ +from npu_bridge.npu_init import * +import os +os.system('pip install munkres') +os.system('pip install sklearn') +os.system('pip install scipy') + + diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py new file mode 100644 index 000000000..47dc4e106 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/model/rgbd.py @@ -0,0 +1,267 @@ +from npu_bridge.npu_init import * +import tensorflow as tf + + +class MTV: + def __init__(self, view_shape, batch_size, ft=False, reg_constant1 = 1.0, reg_constant2 = 1.0, reg = None, \ + denoise = False, model_path = '/home/ma-user/modelarts/inputs/data_url_0/pretrain/rgbd/ae_fusion',\ + restore_path = '/home/ma-user/modelarts/inputs/data_url_0/pretrain/rgbd/ae_fusion'): + self.ft = ft + self.view1_input = view_shape[0] + self.view2_input = view_shape[1] + self.view3_input = view_shape[2] + self.batch_size = batch_size + + self.model_path = model_path + self.restore_path = restore_path + self.iter = 0 + + # different view feature input + # self.view1 = tf.placeholder(tf.float32, [None, 64, 64, 3], name='view_1') + # tf.compat.v1.placeholder + self.view1 = tf.compat.v1.placeholder(tf.float32, [None, 64, 64, 3], name='view_1') + self.view2 = tf.compat.v1.placeholder(tf.float32, [None, 64, 64, 1], name='view_2') + + # learning rate + self.lr = tf.compat.v1.placeholder(tf.float32, [], name='lr') + + # encoder + # latent is the output of Unet encoder + latent1 = self.encoder1(self.view1) + latent2 = self.encoder2(self.view2) + + # lantent_single means output of Dnet encoder + latent1_single = self.encoder1_single(self.view1) + latent2_single = self.encoder2_single(self.view2) + + # reshape + self.z1 = tf.reshape(latent1, [batch_size, -1]) + self.z2 = tf.reshape(latent2, [batch_size, -1]) + z1 = self.z1 + z2 = self.z2 + + z1_single = tf.reshape(latent1_single, [batch_size, -1]) + z2_single = tf.reshape(latent2_single, [batch_size, -1]) + + # self-expressive layer + # common expressive + self.Coef = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef') + # single expressive + self.Coef_1 = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef_1') + self.Coef_2 = tf.Variable(1.0e-8 * tf.ones([self.batch_size, self.batch_size], tf.float32), name = 'Coef_2') + + + # normalize + self.Coef = (self.Coef - tf.linalg.tensor_diag(tf.linalg.tensor_diag_part(self.Coef))) + + self.Coef_1 = (self.Coef_1 - tf.linalg.tensor_diag(tf.linalg.tensor_diag_part(self.Coef_1))) + self.Coef_2 = (self.Coef_2 - tf.linalg.tensor_diag(tf.linalg.tensor_diag_part(self.Coef_2))) + + # zc + z1_c = tf.matmul(self.Coef, z1) + z2_c = tf.matmul(self.Coef, z2) + + z1_c_single = tf.matmul(self.Coef_1, z1_single) + z2_c_single = tf.matmul(self.Coef_2, z2_single) + + # reshape + latent1_c = tf.reshape(z1_c, tf.shape(latent1)) + latent2_c = tf.reshape(z2_c, tf.shape(latent2)) + + latent1_c_single = tf.reshape(z1_c_single, tf.shape(latent1_single)) + latent2_c_single = tf.reshape(z2_c_single, tf.shape(latent2_single)) + + if self.ft: + # reconst with self-expressive + self.view1_r = self.decoder1(latent1_c) + self.view2_r = self.decoder2(latent2_c) + + self.view1_r_single = self.decoder1_single(latent1_c_single) + self.view2_r_single = self.decoder2_single(latent2_c_single) + + else: + # only reconst by autoencoder + self.view1_r = self.decoder1(latent1) + self.view2_r = self.decoder2(latent2) + + self.view1_r_single = self.decoder1_single(latent1_single) + self.view2_r_single = self.decoder2_single(latent2_single) + + print(latent1.shape, self.view1_r.shape) + print(latent2.shape, self.view2_r.shape) + + # reconstruction loss by Unet + self.reconst_loss_1 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view1_r, self.view1), 2.0)) + self.reconst_loss_2 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view2_r, self.view2), 2.0)) + + # reconstruction loss by Dnet + self.reconst_loss_1_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view1_r_single, self.view1), 2.0)) + self.reconst_loss_2_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.view2_r_single, self.view2), 2.0)) + + + self.reconst_loss_single = self.reconst_loss_1_single + self.reconst_loss_2_single + + # reconstruction loss all (Unet + Dnet) + self.reconst_loss = self.reconst_loss_1 + self.reconst_loss_2 + self.reconst_loss += self.reconst_loss_single + + # self-expressive loss by Unet + self.selfexpress_loss_1 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z1_c, z1), 2.0)) + self.selfexpress_loss_2 = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z2_c, z2), 2.0)) + # self-expressive loss by Dnet + self.selfexpress_loss_1_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z1_c_single, z1_single), 2.0)) + self.selfexpress_loss_2_single = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(z2_c_single, z2_single), 2.0)) + + # selfexpress all (Unet + Dnet) + self.selfexpress_loss = self.selfexpress_loss_1 + self.selfexpress_loss_2 + self.selfexpress_loss_single = self.selfexpress_loss_1_single + self.selfexpress_loss_2_single + + self.selfexpress_loss += self.selfexpress_loss_single + + # Coef regularization + self.reg_loss = tf.reduce_sum(tf.pow(self.Coef, 2.0)) + + self.reg_loss += tf.reduce_sum(tf.pow(self.Coef_1, 2.0)) + self.reg_loss += tf.reduce_sum(tf.pow(self.Coef_2, 2.0)) + + + # unify loss + self.unify_loss = tf.reduce_sum(tf.abs(tf.subtract(self.Coef, self.Coef_1))) + \ + tf.reduce_sum(tf.abs(tf.subtract(self.Coef, self.Coef_2))) + + + self.hsic_loss = self.HSIC(self.Coef_1, self.Coef_2) + + # summary loss + self.loss = self.reconst_loss + reg_constant1 * self.reg_loss + reg_constant2 * self.selfexpress_loss + self.unify_loss * 0.1 + self.hsic_loss * 0.1 + + # selfexpression optimizer + self.optimizer = npu_distributed_optimizer_wrapper(tf.compat.v1.train.AdamOptimizer(learning_rate=self.lr)).minimize(self.loss) + # autoencoder optimizer + self.optimizer_ae = npu_distributed_optimizer_wrapper(tf.compat.v1.train.AdamOptimizer(learning_rate=self.lr)).minimize(self.reconst_loss) + # session + self.init = tf.compat.v1.global_variables_initializer() + config = tf.compat.v1.ConfigProto() + config.gpu_options.allow_growth=True + self.sess = tf.compat.v1.Session(config=npu_config_proto(config_proto=config)) + self.sess.run(self.init) + + + self.saver = tf.compat.v1.train.Saver( + [v for v in tf.compat.v1.trainable_variables() if not (v.name.startswith("Coef"))] + ) + + def HSIC(self, c_v, c_w): + N = tf.shape(c_v)[0] + H = tf.ones((N, N)) * tf.cast((1/N), tf.float32) * (-1) + tf.eye(N) + K_1 = tf.matmul(c_v, tf.transpose(c_v)) + K_2 = tf.matmul(c_w, tf.transpose(c_w)) + rst = tf.matmul(K_1, H) + rst = tf.matmul(rst, K_2) + rst = tf.matmul(rst, H) + rst = tf.linalg.trace(rst) + return rst + + + def conv_block(self, inputs, out_channels, name='conv'): + # conv = tf.layers.conv2d(inputs, out_channels, kernel_size=3, strides=2, padding="same") + # tf.keras.layers.Conv2D + conv = tf.keras.layers.Conv2D(out_channels, kernel_size=3, strides=2, padding="same")(inputs) + conv = tf.nn.relu(conv) + return conv + + def deconv_block(self, inputs, out_channels, name='conv'): + deconv = tf.keras.layers.Conv2DTranspose(out_channels, kernel_size=3, strides=2, padding='same')(inputs) + deconv = tf.nn.relu(deconv) + return deconv + + def encoder1(self, x): + net = self.conv_block(x, 64) + net = self.conv_block(net, 64) + net = self.conv_block(net, 64) + return net + + def encoder1_single(self, x): + net = self.conv_block(x, 64) + net = self.conv_block(net, 64) + net = self.conv_block(net, 64) + return net + + def decoder1(self, z): + net = self.deconv_block(z, 64) + net = self.deconv_block(net, 64) + net = self.deconv_block(net, 3) + return net + + def decoder1_single(self, z): + net = self.deconv_block(z, 64) + net = self.deconv_block(net, 64) + net = self.deconv_block(net, 3) + return net + + def encoder2(self, x): + net = self.conv_block(x, 64) + net = self.conv_block(net, 64) + net = self.conv_block(net, 64) + return net + + def encoder2_single(self, x): + net = self.conv_block(x, 64) + net = self.conv_block(net, 64) + net = self.conv_block(net, 64) + return net + + def decoder2(self, z): + net = self.deconv_block(z, 64) + net = self.deconv_block(net, 64) + net = self.deconv_block(net, 1) + return net + + def decoder2_single(self, z): + net = self.deconv_block(z, 64) + net = self.deconv_block(net, 64) + net = self.deconv_block(net, 1) + return net + + def finetune(self, view1, view2, lr): + loss, _, Coef, Coef_1, Coef_2 = self.sess.run( + (self.loss, self.optimizer, self.Coef, self.Coef_1, self.Coef_2), + feed_dict={ + self.view1: view1, + self.view2: view2, + self.lr: lr + }) + return loss, Coef, Coef_1, Coef_2 + + def reconstruct(self, view1, view2, lr): + loss, _ = self.sess.run( + [self.reconst_loss, self.optimizer_ae], + feed_dict={ + self.view1: view1, + self.view2: view2, + self.lr: lr + } + ) + return loss + + def initlization(self): + self.sess.run(self.init) + + def save_model(self): + save_path = self.saver.save(self.sess, self.model_path) + print("model saved in ", save_path) + return save_path + + def restore(self): + self.saver.restore(self.sess, self.restore_path) + print("mode restored successed.") + + def get_latent(self, view1, view2): + latent_1, latent_2 = self.sess.run( + [self.z1, self.z2], + feed_dict={ + self.view1: view1, + self.view2: view2 + } + ) + return latent_1, latent_2 -- Gitee From 7ac403c36dad37734f8b0f3a0cb0815d086689a5 Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:20:05 +0000 Subject: [PATCH 13/16] =?UTF-8?q?=E3=80=90=E4=BC=97=E6=99=BA=E3=80=91?= =?UTF-8?q?=E3=80=90=E6=AD=A6=E6=B1=89=E7=90=86=E5=B7=A5=E5=A4=A7=E5=AD=A6?= =?UTF-8?q?=E3=80=91=E3=80=90ID1272=E3=80=91=E3=80=90MVDSCN=E3=80=91?= =?UTF-8?q?=E6=BA=90=E7=A0=81=E6=8F=90=E4=BA=A4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../cv/MVDSCN_ID1272_for_TensorFlow/main.py | 142 ++++++++++++++++++ .../cv/MVDSCN_ID1272_for_TensorFlow/metric.py | 120 +++++++++++++++ .../modelarts_entry_acc.py | 35 +++++ .../modelarts_entry_perf.py | 35 +++++ .../cv/MVDSCN_ID1272_for_TensorFlow/utils.py | 19 +++ 5 files changed, 351 insertions(+) create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py create mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py new file mode 100644 index 000000000..8b3a805b1 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/main.py @@ -0,0 +1,142 @@ +from npu_bridge.npu_init import * +import argparse +import numpy as np +from model.rgbd import MTV +from utils import process_data +from metric import thrC, post_proC, err_rate +from metric import normalized_mutual_info_score, f1_score, rand_index_score, adjusted_rand_score + +import tensorflow as tf +import os + +import scipy.io as sio +import time + +parser = argparse.ArgumentParser(description='Multi-view Deep Subspace CLustering Networks') +parser.add_argument('--path', metavar='DIR', default='./Data/rgbd_mtv.mat', + help='path to dataset') + +parser.add_argument('--data_url', help='path to dataset') + +parser.add_argument('--train_url', help='path to output') + +parser.add_argument('--epochs', default=10000, type=int, metavar='N', + help='number of total epochs to run') + +parser.add_argument('--pretrain', default=100000, type=int, metavar='N', + help='number of total epochs to run') + +parser.add_argument('--lr', default=1e-3, type=float, + help='number of total epochs to run') + +parser.add_argument('--gpu', default='0', type=str, + help='GPU id to use.') + +parser.add_argument('--ft', action='store_true', help='finetune') + +parser.add_argument('--test', action='store_true', help='run kmeans on learned coef') + +np.random.seed(1) +tf.compat.v1.set_random_seed(1) + + +def main(): + args = parser.parse_args() + np.random.seed(1) + tf.compat.v1.set_random_seed(1) + # ignore tensorflow warning + os.environ['TF_CPP_MIN_LOG_LEVEL'] = '0' + os.environ["CUDA_VISIBLE_DEVICES"] = args.gpu + + view_shape, views, label = process_data(args) + num_class = np.unique(label).shape[0] + batch_size = label.shape[0] + # class_single = batch_size / num_class # 10 + + reg1 = 1.0 + reg2 = 1.0 + alpha = max(0.4 - (num_class-1)/10 * 0.1, 0.1) + lr = args.lr + acc_= [] + + tf.compat.v1.reset_default_graph() + + if args.test: + label_10_subjs = label - label.min() + 1 + label_10_subjs = np.squeeze(label_10_subjs) + print("args.gpu = ", args.gpu) + Coef = sio.loadmat(args.data_url + '/result/rgbd_coef.mat')['coef'] + y_x, L = post_proC(Coef, label_10_subjs.max(), 3, 1) + missrate_x = err_rate(label_10_subjs, y_x) + acc_x = 1 - missrate_x + nmi = normalized_mutual_info_score(label_10_subjs, y_x) + f_measure = f1_score(label_10_subjs, y_x) + ri = rand_index_score(label_10_subjs, y_x) + ar = adjusted_rand_score(label_10_subjs, y_x) + print("Final Accuracy accuracy %.4f " % acc_x) + print("nmi: %.4f" % nmi, + "accuracy: %.4f" % acc_x, + "F-measure: %.4f" % f_measure, + "RI: %.4f" % ri, + "AR: %.4f" % ar + ) + exit() + + if not args.ft: + # pretrian stage + mtv = MTV(view_shape=view_shape, batch_size=batch_size, ft=False, reg_constant1=reg1, reg_constant2=reg2) + mtv.restore() + epoch = 0 + min_loss = 9970 + while epoch < args.pretrain: + loss = mtv.reconstruct(views[0], views[1], lr) + print("epoch: %.1d" % epoch, "loss: %.8f" % (loss/float(batch_size))) + if loss/float(batch_size) < min_loss: + print('save model.') + mtv.save_model() + min_loss = loss/float(batch_size) + epoch += 1 + else: + t3=time.time() + # self-expressive stage + mtv = MTV(view_shape=view_shape, batch_size=batch_size, ft=True, reg_constant1=reg1, reg_constant2=reg2) + mtv.restore() + Coef = None + label_10_subjs = label - label.min() + 1 + label_10_subjs = np.squeeze(label_10_subjs) + + best_acc, best_epoch = 0, 0 + + epoch = 0 + + while epoch < args.epochs: + start = time.time() + loss, Coef, Coef_1, Coef_2 = mtv.finetune(views[0], views[1], lr) + end = time.time() + print("epoch: %.1d" % epoch) + print("loss: %.8f" % (loss)) + epoch += 1 + print("sec/step :", end - start) + + Coef = thrC(Coef, alpha) + sio.savemat(args.data_url +'/result/rgbd_coef.mat', dict([('coef', Coef)])) + y_x, L = post_proC(Coef, label_10_subjs.max(), 3, 1) + missrate_x = err_rate(label_10_subjs, y_x) + acc_x = 1 - missrate_x + nmi = normalized_mutual_info_score(label_10_subjs, y_x) + f_measure = f1_score(label_10_subjs, y_x) + ri = rand_index_score(label_10_subjs, y_x) + ar = adjusted_rand_score(label_10_subjs, y_x) + + print("Final Accuracy accuracy %.4f" % acc_x) + print("nmi: %.4f" % nmi, + "accuracy: %.4f" % acc_x, + "F-measure: %.4f" % f_measure, + "RI: %.4f" % ri, + "AR: %.4f" % ar + ) + t4=time.time() + print("The overal time is:", t4-t3) + +if __name__ == '__main__': + main() \ No newline at end of file diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py new file mode 100644 index 000000000..8876acdc2 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/metric.py @@ -0,0 +1,120 @@ +from npu_bridge.npu_init import * +import numpy as np +from sklearn import cluster +from sklearn.preprocessing import normalize +from munkres import Munkres + +from sklearn.metrics.cluster import normalized_mutual_info_score +from sklearn.metrics.cluster import adjusted_rand_score + +from scipy.sparse.linalg import svds +from scipy import sparse as sp +from scipy.special import comb + +np.random.seed(1) + +def best_map(L1, L2): + #L1 should be the groundtruth labels and L2 should be the clustering labels we got + Label1 = np.unique(L1) + nClass1 = len(Label1) + Label2 = np.unique(L2) + nClass2 = len(Label2) + nClass = np.maximum(nClass1,nClass2) + G = np.zeros((nClass,nClass)) + for i in range(nClass1): + ind_cla1 = L1 == Label1[i] + ind_cla1 = ind_cla1.astype(float) + for j in range(nClass2): + ind_cla2 = L2 == Label2[j] + ind_cla2 = ind_cla2.astype(float) + G[i,j] = np.sum(ind_cla2 * ind_cla1) + m = Munkres() + index = m.compute(-G.T) + index = np.array(index) + c = index[:,1] + newL2 = np.zeros(L2.shape) + for i in range(nClass2): + newL2[L2 == Label2[i]] = Label1[c[i]] + return newL2 + +def thrC(C, ro): + if ro < 1: + N = C.shape[1] + Cp = np.zeros((N,N)) + S = np.abs(np.sort(-np.abs(C),axis=0)) + Ind = np.argsort(-np.abs(C),axis=0) + for i in range(N): + cL1 = np.sum(S[:,i]).astype(float) + stop = False + csum = 0 + t = 0 + while(stop == False): + # print(S.shape, t, i) + csum = csum + S[t,i] + if csum > ro*cL1: + stop = True + Cp[Ind[0:t+1,i],i] = C[Ind[0:t+1,i],i] + t = t + 1 + else: + Cp = C + return Cp + +def post_proC(C, K, d, alpha): + # C: coefficient matrix, K: number of clusters, d: dimension of each subspace + C = 0.5*(C + C.T) + r = min(d*K + 1, C.shape[0]-1) + U, S, _ = svds(C, r, v0=np.ones(C.shape[0])) + U = U[:,::-1] + S = np.sqrt(S[::-1]) + S = np.diag(S) + U = U.dot(S) + U = normalize(U, norm='l2', axis = 1) + Z = U.dot(U.T) + Z = Z * (Z>0) + L = np.abs(Z ** alpha) + L = L/L.max() + L = 0.5 * (L + L.T) + spectral = cluster.SpectralClustering(n_clusters=K, eigen_solver='arpack', affinity='precomputed', assign_labels='discretize', random_state=66) + spectral.fit(L) + # print("fit :", 1111) + grp = spectral.fit_predict(L) + 1 + return grp, L + +def err_rate(gt_s, s): + c_x = best_map(gt_s, s) + err_x = np.sum(gt_s[:] != c_x[:]) + missrate = err_x.astype(float) / (gt_s.shape[0]) + return missrate + +def f1_score(gt_s, s): + N = len(gt_s) + num_t = 0 + num_h = 0 + num_i = 0 + for n in range(N-1): + tn = (gt_s[n] == gt_s[n+1:]).astype('int') + hn = (s[n] == s[n+1:]).astype('int') + num_t += np.sum(tn) + num_h += np.sum(hn) + num_i += np.sum(tn * hn) + p = r = f = 1 + if num_h > 0: + p = num_i / num_h + if num_t > 0: + r = num_i / num_t + if p + r == 0: + f = 0 + else: + f = 2 * p * r / (p + r) + return f + +def rand_index_score(clusters, classes): + tp_plus_fp = comb(np.bincount(clusters), 2).sum() + tp_plus_fn = comb(np.bincount(classes), 2).sum() + A = np.c_[(clusters, classes)] + tp = sum(comb(np.bincount(A[A[:, 0] == i, 1]), 2).sum() + for i in set(clusters)) + fp = tp_plus_fp - tp + fn = tp_plus_fn - tp + tn = comb(len(A), 2) - tp - fp - fn + return (tp + tn) / (tp + fp + fn + tn) diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py new file mode 100644 index 000000000..74b9cd5e3 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py @@ -0,0 +1,35 @@ +import os +import argparse +import sys + +# 解析输入参数data_url +parser = argparse.ArgumentParser() +parser.add_argument("--data_url", type=str, default="/home/ma-user/modelarts/inputs/data_url_0") +parser.add_argument("--train_url", type=str, default="/home/ma-user/modelarts/outputs/train_url_0/") +config = parser.parse_args() + +print("[CANN-Modelzoo] code_dir path is [%s]" % (sys.path[0])) +code_dir = sys.path[0] +os.chdir(code_dir) +print("[CANN-Modelzoo] work_dir path is [%s]" % (os.getcwd())) + +print("[CANN-Modelzoo] before train - list my run files:") +os.system("ls -al /usr/local/Ascend/ascend-toolkit/") + +print("[CANN-Modelzoo] before train - list my dataset files:") +os.system("ls -al %s" % config.data_url) + +print("[CANN-Modelzoo] start run train shell") +# 设置sh文件格式为linux可执行 +os.system("dos2unix ./test/*") + +# 执行train_full_1p.sh或者train_performance_1p.sh,需要用户自己指定 +# full和performance的差异,performance只需要执行很少的step,控制在15分钟以内,主要关注性能FPS +os.system("bash ./test/train_full_1p.sh --data_path=%s --output_path=%s " % (config.data_url, config.train_url)) + +print("[CANN-Modelzoo] finish run train shell") + +# 将当前执行目录所有文件拷贝到obs的output进行备份 +print("[CANN-Modelzoo] after train - list my output files:") +os.system("cp -r %s %s " % (code_dir, config.train_url)) +os.system("ls -al %s" % config.train_url) diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py new file mode 100644 index 000000000..cd1f1c76f --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py @@ -0,0 +1,35 @@ +import os +import argparse +import sys + +# 解析输入参数data_url +parser = argparse.ArgumentParser() +parser.add_argument("--data_url", type=str, default="/home/ma-user/modelarts/inputs/data_url_0") +parser.add_argument("--train_url", type=str, default="/home/ma-user/modelarts/outputs/train_url_0/") +config = parser.parse_args() + +print("[CANN-Modelzoo] code_dir path is [%s]" % (sys.path[0])) +code_dir = sys.path[0] +os.chdir(code_dir) +print("[CANN-Modelzoo] work_dir path is [%s]" % (os.getcwd())) + +print("[CANN-Modelzoo] before train - list my run files:") +os.system("ls -al /usr/local/Ascend/ascend-toolkit/") + +print("[CANN-Modelzoo] before train - list my dataset files:") +os.system("ls -al %s" % config.data_url) + +print("[CANN-Modelzoo] start run train shell") +# 设置sh文件格式为linux可执行 +os.system("dos2unix ./test/*") + +# 执行train_full_1p.sh或者train_performance_1p.sh,需要用户自己指定 +# full和performance的差异,performance只需要执行很少的step,控制在15分钟以内,主要关注性能FPS +os.system("bash ./test/train_performance_1p.sh --data_path=%s --output_path=%s " % (config.data_url, config.train_url)) + +print("[CANN-Modelzoo] finish run train shell") + +# 将当前执行目录所有文件拷贝到obs的output进行备份 +print("[CANN-Modelzoo] after train - list my output files:") +os.system("cp -r %s %s " % (code_dir, config.train_url)) +os.system("ls -al %s" % config.train_url) diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py new file mode 100644 index 000000000..6d83c7029 --- /dev/null +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/utils.py @@ -0,0 +1,19 @@ +from npu_bridge.npu_init import * +import numpy as np + +import scipy.io as sio + +def process_data(args): + # to do release other dataset. + if 'rgbd' in args.path: + data = sio.loadmat(args.data_url + '/rgbd_mtv.mat') + features = data['X'] + label = data['gt'] + + views = [] + view_shape = [] + for v in features[0]: + view_shape.append(v.shape[1]) + views.append(v) + + return view_shape, views, label -- Gitee From fa462d44f1a62b61a6501a62c97d15fbf35a2e1e Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:22:36 +0000 Subject: [PATCH 14/16] update TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py. --- .../modelarts_entry_acc.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py index 74b9cd5e3..ef1554168 100644 --- a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_acc.py @@ -1,3 +1,21 @@ +# Copyright 2021 Huawei Technologies Co., Ltd +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +""" +This is the boot file for ModelArts platform. +Firstly, the train datasets are copyed from obs to ModelArts. +Then, the string of train shell command is concated and using 'os.system()' to execute +""" import os import argparse import sys -- Gitee From d9ec8de106f5bc44c3064c908c0d3f0131d6cdee Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:23:01 +0000 Subject: [PATCH 15/16] update TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py. --- .../modelarts_entry_perf.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py index cd1f1c76f..d76fe4046 100644 --- a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py +++ b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/modelarts_entry_perf.py @@ -1,3 +1,21 @@ +# Copyright 2021 Huawei Technologies Co., Ltd +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +""" +This is the boot file for ModelArts platform. +Firstly, the train datasets are copyed from obs to ModelArts. +Then, the string of train shell command is concated and using 'os.system()' to execute +""" import os import argparse import sys -- Gitee From 46355d85b379ff3ba1a7c24705cfa710b75f6802 Mon Sep 17 00:00:00 2001 From: LL <2859713954@qq.com> Date: Thu, 2 Jun 2022 09:30:57 +0000 Subject: [PATCH 16/16] =?UTF-8?q?=E5=88=A0=E9=99=A4=E6=96=87=E4=BB=B6=20Te?= =?UTF-8?q?nsorFlow/contrib/cv/MVDSCN=5FID1272=5Ffor=5FTensorFlow/LICENSE?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../cv/MVDSCN_ID1272_for_TensorFlow/LICENSE | 21 ------------------- 1 file changed, 21 deletions(-) delete mode 100644 TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/LICENSE diff --git a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/LICENSE b/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/LICENSE deleted file mode 100644 index 1ad89c85c..000000000 --- a/TensorFlow/contrib/cv/MVDSCN_ID1272_for_TensorFlow/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2019 BinYuan Hui - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. -- Gitee