From dc6c69b478c2372b59bfa29ee0111ebc2891ef47 Mon Sep 17 00:00:00 2001 From: iamhankai Date: Fri, 5 Oct 2018 11:53:49 +0800 Subject: [PATCH] init commit --- .gitignore | 14 +++ CUB.py | 119 ++++++++++++++++++++++++ cub_demo.py | 238 ++++++++++++++++++++++++++++++++++++++++++++++++ cub_run.sh | 10 ++ fig/a3m.png | Bin 0 -> 161237 bytes fig/result.png | Bin 0 -> 174560 bytes model/readme.md | 1 + readme.md | 26 ++++++ 8 files changed, 408 insertions(+) create mode 100644 .gitignore create mode 100644 CUB.py create mode 100644 cub_demo.py create mode 100644 cub_run.sh create mode 100644 fig/a3m.png create mode 100644 fig/result.png create mode 100644 model/readme.md create mode 100644 readme.md diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..efc6b94 --- /dev/null +++ b/.gitignore @@ -0,0 +1,14 @@ +#忽略build文件夹 +build +log + +# 忽略所有生成的备份文件 +*.*~ + +#忽略所有.o 和 .a文件. +*.[oa] + +*.DS_Store +*.pyc +*.pt +*.h5 diff --git a/CUB.py b/CUB.py new file mode 100644 index 0000000..c228112 --- /dev/null +++ b/CUB.py @@ -0,0 +1,119 @@ +# -*- coding: utf-8 -*- +''' +CUB-200-2011 Dataset. +''' +from __future__ import print_function + +import numpy as np +import warnings + +from PIL import Image +from keras.preprocessing import image +from keras.utils.layer_utils import convert_all_kernels_in_model +from keras.utils.data_utils import get_file +from keras import backend as K +from keras.applications.imagenet_utils import decode_predictions, preprocess_input +import scipy.io as sio +import os +import time + +def load_data(data_folder, target_size=(224, 224), bounding_box=True): + X_train = [] + X_test = [] + y_train = [] + y_test = [] + #data_folder = '/home/hankai/data/CUB_200_2011' + images_file = data_folder+'/images.txt' + label_file = data_folder+'/image_class_labels.txt' + attributes_file = data_folder+'/attributes/image_attribute_labels.txt' + class_attributes_file = data_folder+'/attributes/class_attribute_labels_continuous.txt' + split_file = data_folder+'/train_test_split.txt' + bb_file = data_folder+'/bounding_boxes.txt' + attribute_name_file = data_folder+'/attributes.txt' + processed_attribute_file = data_folder+'/processed_attributes.txt' + # train test split + split_rf = open(split_file,'rb') + train_test_list = [] + train_idx = [] + test_idx = [] + i=0 + for line in split_rf.readlines(): + strs = line.strip().split(' ') + train_test_list.append(strs[1]) + if(strs[1]=='1'): + train_idx.append(i) + else: + test_idx.append(i) + i+=1 + split_rf.close() + # bb + bb_rf = open(bb_file,'rb') + bb_list = [] + for line in bb_rf.readlines(): + strs = line.strip().split(' ') + bb_list.append((float(strs[1]),float(strs[2]),float(strs[1])+float(strs[3]) + ,float(strs[2])+float(strs[4]))) + bb_rf.close() + # images + i = 0 + images_rf = open(images_file,'rb') + for line in images_rf.readlines(): + strs = line.strip().split(' ') + img = image.load_img(data_folder+'/images/'+strs[1]) + if(bounding_box): + img = img.crop(bb_list[int(strs[0])-1]) + img = img.resize(target_size) + x = image.img_to_array(img) + if(train_test_list[int(strs[0])-1]=='1'): + X_train.append(x) + else: + X_test.append(x) + i += 1 + if(i%1000==0): + print(i,' images load.') + images_rf.close() + # label + label_rf = open(label_file,'rb') + for line in label_rf.readlines(): + strs = line.strip().split(' ') + if(train_test_list[int(strs[0])-1]=='1'): + y_train.append(int(strs[1])-1) + else: + y_test.append(int(strs[1])-1) + label_rf.close() + # attributes + A_all = np.genfromtxt(processed_attribute_file, dtype=int, delimiter=' ') + A_train = A_all[train_idx] + A_test = A_all[test_idx] + # class attributes + C_A = np.zeros((200,312)) + class_attr_rf = open(class_attributes_file,'rb') + i = 0 + for line in class_attr_rf.readlines(): + strs = line.strip().split(' ') + for j in range(len(strs)): + C_A[i][j] = 0 if strs[j]=='0.0' else float(1.0/float(strs[j])) + i+=1 + class_attr_rf.close() + + X_train = np.array(X_train) + X_test = np.array(X_test) + y_train = np.array(y_train) + y_test = np.array(y_test) + X_train = preprocess_input(X_train) + X_test = preprocess_input(X_test) + # theano or tensorflow + if K.image_dim_ordering() == 'th': + X_train = X_train.reshape(X_train.shape[0], 3, target_size[0], target_size[1]) + X_test = X_test.reshape(X_test.shape[0], 3, target_size[0], target_size[1]) + else: + X_train = X_train.reshape(X_train.shape[0], target_size[0], target_size[1], 3) + X_test = X_test.reshape(X_test.shape[0], target_size[0], target_size[1], 3) + return (X_train,y_train), (X_test,y_test), (A_train,A_test,C_A) + + +if __name__ == '__main__': + (X_train,y_train), (X_test,y_test) = load_data() + + + diff --git a/cub_demo.py b/cub_demo.py new file mode 100644 index 0000000..5dcb6e6 --- /dev/null +++ b/cub_demo.py @@ -0,0 +1,238 @@ +''' A3M for fine-grained recognition +''' + +from __future__ import print_function +import sys +sys.path.append("..") +sys.setrecursionlimit(10000) +import numpy as np +np.random.seed(2208) # for reproducibility + +import time +from keras.preprocessing.image import ImageDataGenerator +from keras.layers import Input, Dense, RepeatVector, Permute, merge +from keras.layers import BatchNormalization, Lambda, Bidirectional, GRU +from keras.layers import Dense, Dropout, Activation, Flatten, Reshape +from keras.layers import Convolution2D, MaxPooling2D, Convolution1D +from keras.layers import GlobalAveragePooling2D, GlobalAveragePooling1D +from keras.models import Model +from keras.optimizers import SGD +from keras.utils import np_utils +from keras import backend as K +from keras.models import load_model +from keras.utils.visualize_util import plot +#from deep_learning_models.vgg16 import VGG16 +from keras.applications.vgg16 import VGG16 +from keras.applications.resnet50 import ResNet50 +import CUB +import scipy.misc +from sklearn import preprocessing + +# model config +net = sys.argv[1] +flag_test = False +batch_size = 10 +nb_epoch = 10 +dropout = 0.5 +final_dim = 512 if net=='VGG16' else 2048 +emb_dim = 512 +shared_layer_name = 'block5_pool' if net=='VGG16' else 'activation_49' +model_weight_path = './model/weights_resnet50_86.1.h5' +lambdas = [0.2,0.5,1.0] +attr_equal = False +region_equal = False + +# dataset config +dataset = 'CUB' +data_folder = '/home/hankai/data/CUB_200_2011' +nb_classes = 200 +nb_attributes = [10, 16, 16, 16, 5, 16, 7, 16, 12, 16, 16, 15, 4, 16, 16, 16, 16, 6, 6, 15, 5, 5, 5, 16, 16, 16, 16, 5] +img_rows, img_cols = 448, 448 +L = 14*14 +lr_list = [0.001,0.001,0.001,0.001,0.001,0.001,0.0001] + +def init_classification(input_fea_map, dim_channel, nb_class, name=None): + # conv + fea_map = Convolution1D(dim_channel, 1, border_mode='same')(share_fea_map) + fea_map = BatchNormalization(axis=2)(fea_map) + fea_map = Activation('relu')(fea_map) + # pool + pool = GlobalAveragePooling1D(name=name+'_avg_pool')(fea_map) + pool = BatchNormalization()(pool) + pool = Activation('relu')(pool) + # classification + prob = Dropout(dropout)(pool) + prob = Dense(nb_class)(pool) + prob = Activation(activation='softmax',name=name)(prob) + return prob,pool,fea_map + +# model define +alphas = [lambdas[1]*1.0/len(nb_attributes)]*len(nb_attributes) +loss_dict = {} +weight_dict = {} +# input and output +inputs = Input(shape=(3, img_rows, img_cols)) +out_list = [] + +# shared CNN +model_raw = eval(net)(input_tensor=inputs, include_top=False, weights='imagenet') +share_fea_map = model_raw.get_layer(shared_layer_name).output +share_fea_map = Reshape((final_dim, L), name='reshape_layer')(share_fea_map) +share_fea_map = Permute((2, 1))(share_fea_map) + +# loss-1: identity classification +id_prob,id_pool,id_fea_map = init_classification(share_fea_map, emb_dim, nb_classes, name='p0') +out_list.append(id_prob) +loss_dict['p0'] = 'categorical_crossentropy' +weight_dict['p0'] = lambdas[0] + +# loss-2: attribute classification +attr_fea_list = [] +for i in range(len(nb_attributes)): + name ='attr'+str(i) + attr_prob,attr_pool,_ = init_classification(share_fea_map, emb_dim, nb_attributes[i], name) + out_list.append(attr_prob) + attr_fea_list.append(attr_pool) + loss_dict[name] = 'categorical_crossentropy' + weight_dict[name] = alphas[i] + +# attention generation +region_score_map_list = [] +attr_score_list = [] +for i in range(len(nb_attributes)): + attn1 = merge([id_fea_map,attr_fea_list[i]], mode='dot', dot_axes=(2,1)) + fea_score = merge([id_pool,attr_fea_list[i]], mode='dot', dot_axes=(1,1)) + region_score_map_list.append(attn1) + attr_score_list.append(fea_score) + +# regional feature fusion +region_score_map = merge(region_score_map_list, mode='ave', name='attn') +region_score_map = BatchNormalization()(region_score_map) +region_score_map = Activation('sigmoid', name='region_attention')(region_score_map) +region_fea = merge([id_fea_map,region_score_map], mode='dot', dot_axes=(1,1)) +region_fea = Lambda(lambda x: x*(1.0/L))(region_fea) +region_fea = BatchNormalization()(region_fea) + +# attribute feature fusion +attr_scores = merge(attr_score_list, mode='concat') +attr_scores = BatchNormalization()(attr_scores) +attr_scores = Activation('sigmoid')(attr_scores) +attr_fea = merge(attr_fea_list, mode='concat') +attr_fea = Reshape((emb_dim, len(nb_attributes)))(attr_fea) +equal_attr_fea = GlobalAveragePooling1D()(attr_fea) +attr_fea = merge([attr_fea,attr_scores], mode='dot', dot_axes=(2,1)) +attr_fea = Lambda(lambda x: x*(1.0/len(nb_attributes)))(attr_fea) +attr_fea = BatchNormalization()(attr_fea) + +# loss-3: final classification +if(attr_equal): + attr_fea = equal_attr_fea +if(region_equal): + region_fea = id_pool +final_fea = merge([attr_fea,region_fea], mode='concat') +final_fea = Activation('relu', name='final_fea')(final_fea) +final_fea = Dropout(dropout)(final_fea) +final_prob = Dense(nb_classes)(final_fea) +final_prob = Activation(activation='softmax',name='p')(final_prob) +out_list.append(final_prob) +loss_dict['p'] = 'categorical_crossentropy' +weight_dict['p'] = lambdas[2] + +model = Model(inputs, out_list) +if(flag_test): + model.load_weights(model_weight_path) + +model.summary() +#plot(model, show_shapes=True, to_file='./fig/'+net+'_attention.png') + +# the data, shuffled and split between train and test sets +(X_train, y_train),(X_test, y_test),(A_train,A_test,C_A)=eval(dataset).load_data( + data_folder, target_size=(img_rows, img_cols), bounding_box=True) + +print(X_train[100][1][50:60,100:110]) +print('X_train shape:', X_train.shape) +print('X_test shape:', X_test.shape) + +# concat Y A +yA_train = np.concatenate((np.expand_dims(y_train,1), A_train), axis=1) +yA_test = np.concatenate((np.expand_dims(y_test,1), A_test), axis=1) +print('yA_train shape:', yA_train.shape) +print('yA_test shape:', yA_test.shape) + +# train/test +for lr in lr_list: + # test + if(flag_test): + label_test_list = [] + label_test_list.append(np_utils.to_categorical(y_test, nb_classes)) + for i in range(len(nb_attributes)): + label_test_list.append(np_utils.to_categorical(A_test[:,i], nb_attributes[i])) + label_test_list.append(np_utils.to_categorical(y_test, nb_classes)) + scores = model.evaluate(X_test, label_test_list, verbose=0) + print('\nval-loss: ',scores[:1+len(loss_dict)], '\nval-acc: ', scores[1+len(loss_dict):]) + break + # train + if(not flag_test): + if(lr==0.011): + for layer in model.layers: + if(layer.name=='reshape_layer'): + break + layer.trainable=False + else: + for layer in model.layers: + layer.trainable=True + opt = SGD(lr=lr, decay=5e-4, momentum=0.9, nesterov=True) + model.compile(loss=loss_dict, + loss_weights=weight_dict, + optimizer=opt, metrics=['accuracy']) + # data augment this will do preprocessing and realtime data augmentation + datagen = ImageDataGenerator( + featurewise_center=False, # set input mean to 0 over the dataset + samplewise_center=False, # set each sample mean to 0 + featurewise_std_normalization=False, # divide inputs by std of the dataset + samplewise_std_normalization=False, # divide each input by its std + zca_whitening=False, # apply ZCA whitening + rotation_range=30, # randomly rotate images in the range (degrees, 0 to 180) + width_shift_range=0.1, # randomly shift images horizontally (fraction of total width) + height_shift_range=0.1, # randomly shift images vertically (fraction of total height) + zoom_range=[0.75,1.33], + horizontal_flip=True, # randomly flip images + vertical_flip=False) # randomly flip images + # train for nb_epoch epoches + for e in range(nb_epoch): + time1 = time.time() + print('Epoch %d/%d' % (e+1,nb_epoch)) + batches = 1 + ave_loss = np.zeros(1+2*len(loss_dict)) + for X_batch, yA_batch in datagen.flow(X_train, yA_train, batch_size=batch_size): + y_batch = yA_batch[:,:1] + attr_batch = yA_batch[:,1:] + label_batch_list = [] + label_batch_list.append(np_utils.to_categorical(y_batch, nb_classes)) + for i in range(len(nb_attributes)): + label_batch_list.append(np_utils.to_categorical(attr_batch[:,i], nb_attributes[i])) + label_batch_list.append(np_utils.to_categorical(y_batch, nb_classes)) + loss = model.train_on_batch(X_batch, label_batch_list) + # print + ave_loss = ave_loss*(batches-1)/batches + np.array(loss)/batches + show_idx = [0,len(loss_dict)+1,len(loss_dict)+2,2*len(loss_dict)] + sys.stdout.write('\rtrain-loss: %.4f, train-acc: %.4f %.4f %.4f' + % tuple(ave_loss[show_idx].tolist())) + sys.stdout.flush() + batches += 1 + if batches > len(X_train)/batch_size: + sys.stdout.write("\r \r\n") + break + # test + label_test_list = [] + label_test_list.append(np_utils.to_categorical(y_test, nb_classes)) + for i in range(len(nb_attributes)): + label_test_list.append(np_utils.to_categorical(A_test[:,i], nb_attributes[i])) + label_test_list.append(np_utils.to_categorical(y_test, nb_classes)) + scores = model.evaluate(X_test, label_test_list, verbose=0) + print('\nval-loss: ',scores[:1+len(loss_dict)], '\nval-acc: ', scores[1+len(loss_dict):]) + print('Main acc: %f' %(scores[-1])) + # save model + model.save_weights('./model/weights_'+net+str(lr)+'.h5') + print('train stage:',lr,' sgd done!') + diff --git a/cub_run.sh b/cub_run.sh new file mode 100644 index 0000000..d4391d2 --- /dev/null +++ b/cub_run.sh @@ -0,0 +1,10 @@ +timestamp=`date +%s` +datetime=`date -d @$timestamp +"%Y-%m-%d-%H:%M:%S"` +#net=AlexNet +#net=VGG16 +#net=InceptionV3 +net=ResNet50 +gpu_id=0 +THEANO_FLAGS='device=gpu'$gpu_id',floatX=float32,lib.cnmem=0.6' python cub_demo.py $net | tee "./log/"$net"-"$datetime".log.txt" + + diff --git a/fig/a3m.png b/fig/a3m.png new file mode 100644 index 0000000000000000000000000000000000000000..9dfbfb3ad262401d06004357bd0fc89b4a9bcc8a GIT binary patch literal 161237 zcmcG0byQT{-!C!50MaGh-Q6JyNS8234ULGjg!IrLqS6R5fJk?DNq0!cAR-MzH{9d% z{NA7pjMz$`h2bQJQVw50Jg0rXmVTWjyY!<=>)US5;#V6cqgKzZYtsOMwjv z%0u4sr-}wX=6kJJ{w5pq7g=Kud7Lhs+SD&UqeNFSe7IOyOs;n_PELu4lwloO 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+ +1. Download CUB-200-2011 dataset [here](http://www.vision.caltech.edu/visipedia/CUB-200-2011.html) and unzip it to `$CUB`; Change `data_dir` in `cub_demo.py` to `$CUB`. + +2. `sh cub_run.sh` + +Result on CUB dataset +![](./fig/result.png) + +### Citation + +Please use the following bibtex to cite our work: +``` +@inproceedings{a3m_2018_kai, + author = {Kai Han and Jianyuan Guo and Chao Zhang and Mingjian Zhu}, + title = {Attribute-Aware Attention Model for Fine-grained Representation Learning}, + year = {2018}, + booktitle = {ACM Multimedia Conference} + } +```