├── GradNet.png ├── README.md ├── ckpt ├── base_256 │ ├── model_epoch45.ckpt.data-00000-of-00001 │ ├── model_epoch45.ckpt.index │ └── model_epoch45.ckpt.meta └── base_l5_1t_49 │ ├── model_epoch49.ckpt.data-00000-of-00001 │ ├── model_epoch49.ckpt.index │ └── model_epoch49.ckpt.meta ├── dataset └── Walking2 │ ├── cfg.mat │ ├── groundtruth_rect.txt │ └── img │ ├── 0001.jpg │ ├── 0002.jpg │ ├── 0003.jpg │ ├── 0004.jpg │ ├── 0005.jpg │ ├── 0006.jpg │ ├── 0007.jpg │ ├── 0008.jpg │ ├── 0009.jpg │ ├── 0010.jpg │ ├── 0011.jpg │ ├── 0012.jpg │ ├── 0013.jpg │ ├── 0014.jpg │ ├── 0015.jpg │ ├── 0016.jpg │ ├── 0017.jpg │ ├── 0018.jpg │ ├── 0019.jpg │ ├── 0020.jpg │ ├── 0021.jpg │ ├── 0022.jpg │ ├── 0023.jpg │ ├── 0024.jpg │ ├── 0025.jpg │ ├── 0026.jpg │ ├── 0027.jpg │ ├── 0028.jpg │ ├── 0029.jpg │ ├── 0030.jpg │ ├── 0031.jpg │ ├── 0032.jpg │ ├── 0033.jpg │ ├── 0034.jpg │ ├── 0035.jpg │ ├── 0036.jpg │ ├── 0037.jpg │ ├── 0038.jpg │ ├── 0039.jpg │ ├── 0040.jpg │ ├── 0041.jpg │ ├── 0042.jpg │ ├── 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0442.jpg │ ├── 0443.jpg │ ├── 0444.jpg │ ├── 0445.jpg │ ├── 0446.jpg │ ├── 0447.jpg │ ├── 0448.jpg │ ├── 0449.jpg │ ├── 0450.jpg │ ├── 0451.jpg │ ├── 0452.jpg │ ├── 0453.jpg │ ├── 0454.jpg │ ├── 0455.jpg │ ├── 0456.jpg │ ├── 0457.jpg │ ├── 0458.jpg │ ├── 0459.jpg │ ├── 0460.jpg │ ├── 0461.jpg │ ├── 0462.jpg │ ├── 0463.jpg │ ├── 0464.jpg │ ├── 0465.jpg │ ├── 0466.jpg │ ├── 0467.jpg │ ├── 0468.jpg │ ├── 0469.jpg │ ├── 0470.jpg │ ├── 0471.jpg │ ├── 0472.jpg │ ├── 0473.jpg │ ├── 0474.jpg │ ├── 0475.jpg │ ├── 0476.jpg │ ├── 0477.jpg │ ├── 0478.jpg │ ├── 0479.jpg │ ├── 0480.jpg │ ├── 0481.jpg │ ├── 0482.jpg │ ├── 0483.jpg │ ├── 0484.jpg │ ├── 0485.jpg │ ├── 0486.jpg │ ├── 0487.jpg │ ├── 0488.jpg │ ├── 0489.jpg │ ├── 0490.jpg │ ├── 0491.jpg │ ├── 0492.jpg │ ├── 0493.jpg │ ├── 0494.jpg │ ├── 0495.jpg │ ├── 0496.jpg │ ├── 0497.jpg │ ├── 0498.jpg │ ├── 0499.jpg │ └── 0500.jpg ├── parameters.py ├── region_to_bbox.py ├── siamese.py ├── track.py ├── train.py └── utils.py /GradNet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LPXTT/GradNet-Tensorflow/76cf5d7725cfee508d871c82562d377d4c7ccb27/GradNet.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # GradNet-Tensorflow 2 | This is the official implementation with training code for 'GradNet: Gradient-Guided Network for Visual Object Tracking' (ICCV2019 Oral). For more details, please refer to: 3 | 4 | Introduction 5 | -------------------------------- 6 | We propose a GradNet to update the template in single object tracking based on template information and gradients.
7 | [Results on OTB100](https://drive.google.com/file/d/1jvjZlQmDGqvrVgQuA4yZIsgZGZUws1_z/view?usp=sharing)
8 | 9 | ![](https://github.com/LPXTT/GradNet-Pytorch/blob/master/GradNet.png) 10 | 11 | Requirements 12 | -------------------------- 13 | 1. Tensorflow 14 | 2. CUDA 8.0 and cuDNN 6.0 15 | 3. Python 2.7 / Python 3.6 16 | 17 | Usage 18 | -------------------------- 19 | ### Train 20 | 1. Data preparation: Please refer to https://github.com/bertinetto/siamese-fc for details and change the data paths in parameters.py. 21 | 2. Please run `$(ROOT_PATH)/train.py` to get your own model. 22 | 23 | ### Test 24 | Please run `$(ROOT_PATH)/track.py` for demo. 25 | 26 | License 27 | -------------------- 28 | Licensed under an MIT license. 29 | 30 | Citation 31 | -------------------- 32 | If you find GradNet useful in your research, please kindly cite our paper:
33 | 34 | @InProceedings{GradNet_ICCV2019, 35 | author = {Peixia Li, Boyu Chen, Wanli Ouyang, Dong Wang, Xiaoyun Yang, Huchuan Lu}, 36 | title = {GradNet: Gradient-Guided Network for Visual Object Tracking}, 37 | booktitle = {ICCV}, 38 | month = {October}, 39 | year = {2019} 40 | } 41 | 42 | Contact 43 | -------------------- 44 | If you have any questions, please feel free to contact pxli@mail.dlut.edu.cn 45 | 46 | Acknowledgments 47 | ------------------------------ 48 | Many parts of this code are adopted from other related works ([tensorflow-siamese-fc](https://github.com/www0wwwjs1/tensorflow-siamese-fc)) 49 | -------------------------------------------------------------------------------- /ckpt/base_256/model_epoch45.ckpt.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LPXTT/GradNet-Tensorflow/76cf5d7725cfee508d871c82562d377d4c7ccb27/ckpt/base_256/model_epoch45.ckpt.data-00000-of-00001 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"/your_path/ILSVRC15-curation/" 12 | params['seq_base_path'] = "./dataset/"#OTB-100 13 | params['model_path'] = './ckpt/base_l5_1t_49/model_epoch49.ckpt' 14 | params['trainBatchSize'] = 8 15 | params['numScale'] = 3 16 | 17 | return params 18 | 19 | -------------------------------------------------------------------------------- /region_to_bbox.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | 3 | def region_to_bbox(region, center=True): 4 | 5 | n = len(region) 6 | assert n==4 or n==8, ('GT region format is invalid, should have 4 or 8 entries.') 7 | 8 | if n==4: 9 | return _rect(region, center) 10 | else: 11 | return _poly(region, center) 12 | 13 | # we assume the grountruth bounding boxes are saved with 0-indexing 14 | def _rect(region, center): 15 | 16 | if center: 17 | x = region[0] 18 | y = region[1] 19 | w = region[2] 20 | h = region[3] 21 | cx = x+w/2 22 | cy = y+h/2 23 | return np.array([cx, cy, w, h]) 24 | else: 25 | #region[0] -= 1 26 | #region[1] -= 1 27 | return region 28 | 29 | 30 | def _poly(region, center): 31 | cx = np.mean(region[::2]) 32 | cy = np.mean(region[1::2]) 33 | x1 = np.min(region[::2]) 34 | x2 = np.max(region[::2]) 35 | y1 = np.min(region[1::2]) 36 | y2 = np.max(region[1::2]) 37 | A1 = np.linalg.norm(region[0:2] - region[2:4]) * np.linalg.norm(region[2:4] - region[4:6]) 38 | A2 = (x2 - x1) * (y2 - y1) 39 | s = np.sqrt(A1/A2) 40 | w = s * (x2 - x1) + 1 41 | h = s * (y2 - y1) + 1 42 | 43 | if center: 44 | return np.array([cx, cy, w, h]) 45 | else: 46 | return np.array([cx-w/2, cy-h/2, w, h]) 47 | 48 | -------------------------------------------------------------------------------- /siamese.py: -------------------------------------------------------------------------------- 1 | # Modified by Peixia Li 2019. 2 | 3 | import tensorflow as tf 4 | from tensorflow.python.ops import control_flow_ops 5 | from tensorflow.python.training import moving_averages 6 | 7 | MOVING_AVERAGE_DECAY = 0.9997 8 | UPDATE_OPS_COLLECTION = 'sf_update_ops' 9 | 10 | class SiameseNet: 11 | learningRates = None 12 | 13 | def __init__(self): 14 | self.learningRates = {} 15 | 16 | def buildTrainNetwork(self, exemplar, instance, opts, isTraining=True): 17 | isTrainingOp = tf.convert_to_tensor(isTraining, dtype='bool', name='is_training') 18 | isTrainingOpF = tf.convert_to_tensor(False, dtype='bool', name='is_training') 19 | 20 | with tf.variable_scope('siamese') as scope: 21 | l2, zFeat5 = self.extract_gra_fea_template(exemplar, opts, isTrainingOp) 22 | Score = self.response_map_cal(instance, zFeat5, opts, isTrainingOpF) 23 | 24 | return Score, l2 25 | 26 | def buildTrainNetwork1(self, zFeat2Op, gradOp, instance, opts, isTraining=True): 27 | isTrainingOp = tf.convert_to_tensor(isTraining, dtype='bool', name='is_training') 28 | isTrainingOpF = tf.convert_to_tensor(False, dtype='bool', name='is_training') 29 | with tf.variable_scope('siamese', reuse=tf.AUTO_REUSE) as scope: 30 | zFeat_, _ = self.template_update_based_grad(zFeat2Op, gradOp, opts, isTrainingOp) 31 | scope.reuse_variables() 32 | Score = self.response_map_cal(instance, zFeat_, opts, isTrainingOpF) 33 | return Score 34 | 35 | def response_map_cal(self, inputs, zfeat5, opts, isTrainingOp): 36 | # print("Building Siamese branches...") 37 | 38 | with tf.variable_scope('scala1') as scope: 39 | # print("Building conv1, bn1, relu1, pooling1...") 40 | name = tf.get_variable_scope().name 41 | # scope.reuse_variables() 42 | # outputs = conv1(inputs, 3, 96, 11, 2) 43 | outputs = self.conv(inputs, 96, 11, 2, 1, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 44 | outputs = self.batchNorm(outputs, isTrainingOp) 45 | outputs = tf.nn.relu(outputs) 46 | outputs = self.maxPool(outputs, 3, 2) 47 | 48 | with tf.variable_scope('scala2') as scope: 49 | # print("Building conv2, bn2, relu2, pooling2...") 50 | name = tf.get_variable_scope().name 51 | # outputs = conv2(outputs, 48, 256, 5, 1) 52 | # scope.reuse_variables() 53 | outputs = self.conv(outputs, 256, 5, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 54 | outputs = self.batchNorm(outputs, isTrainingOp) 55 | outputs = tf.nn.relu(outputs) 56 | outputs = self.maxPool(outputs, 3, 2) 57 | 58 | with tf.variable_scope('scala3') as scope: 59 | # print("Building conv3, bn3, relu3...") 60 | name = tf.get_variable_scope().name 61 | # scope.reuse_variables() 62 | # outputs = conv1(outputs, 256, 384, 3, 1) 63 | outputs = self.conv(outputs, 384, 3, 1, 1, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 64 | outputs = self.batchNorm(outputs, isTrainingOp) 65 | outputs = tf.nn.relu(outputs) 66 | 67 | with tf.variable_scope('scala4') as scope: 68 | # scope.reuse_variables() 69 | # print("Building conv4, bn4, relu4...") 70 | name = tf.get_variable_scope().name 71 | # outputs = conv2(outputs, 192, 384, 3, 1) 72 | outputs = self.conv(outputs, 384, 3, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 73 | outputs = self.batchNorm(outputs, isTrainingOp) 74 | outputs = tf.nn.relu(outputs) 75 | 76 | with tf.variable_scope('scala5') as scope: 77 | # scope.reuse_variables() 78 | outputs5 = self.conv(outputs, 256, 3, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 79 | # tf.add_to_collection('x5', outputs) 80 | with tf.variable_scope('t_scala6') as scope: 81 | B = int(outputs5.get_shape()[0]) 82 | outputs_ = [] 83 | for ii in range(B): 84 | if ii > 0: 85 | scope.reuse_variables() 86 | outputs_t = self.conv_f(tf.expand_dims(outputs5[ii],0), tf.expand_dims(zfeat5[0],0), 1, 1, [1.0, 2.0]) 87 | outputs_.append(outputs_t) 88 | outputs_ = tf.concat(outputs_, 0) 89 | 90 | return outputs_ 91 | 92 | def extract_sia_fea_template(self, inputs, opts, isTrainingOp): 93 | # print("Building Siamese branches...") 94 | 95 | with tf.variable_scope('scala1') as scope: 96 | # print("Building conv1, bn1, relu1, pooling1...") 97 | name = tf.get_variable_scope().name 98 | # scope.reuse_variables() 99 | outputs = self.conv(inputs, 96, 11, 2, 1, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 100 | outputs = self.batchNorm(outputs, isTrainingOp) 101 | outputs = tf.nn.relu(outputs) 102 | outputs = self.maxPool(outputs, 3, 2) 103 | 104 | with tf.variable_scope('scala2') as scope: 105 | # print("Building conv2, bn2, relu2, pooling2...") 106 | name = tf.get_variable_scope().name 107 | # scope.reuse_variables() 108 | outputs = self.conv(outputs, 256, 5, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 109 | outputs = self.batchNorm(outputs, isTrainingOp) 110 | outputs = tf.nn.relu(outputs) 111 | outputs = self.maxPool(outputs, 3, 2) 112 | 113 | with tf.variable_scope('scala3') as scope: 114 | # print("Building conv3, bn3, relu3...") 115 | name = tf.get_variable_scope().name 116 | # scope.reuse_variables() 117 | outputs = self.conv(outputs, 384, 3, 1, 1, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 118 | outputs = self.batchNorm(outputs, isTrainingOp) 119 | outputs = tf.nn.relu(outputs) 120 | 121 | with tf.variable_scope('scala4') as scope: 122 | # scope.reuse_variables() 123 | # print("Building conv4, bn4, relu4...") 124 | name = tf.get_variable_scope().name 125 | outputs = self.conv(outputs, 384, 3, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 126 | outputs = self.batchNorm(outputs, isTrainingOp) 127 | outputs = tf.nn.relu(outputs) 128 | 129 | with tf.variable_scope('scala5') as scope: 130 | # scope.reuse_variables() 131 | outputs = self.conv(outputs, 256, 3, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 132 | return outputs 133 | 134 | def extract_gra_fea_template(self, inputs, opts, isTrainingOp): 135 | # print("Building Template branches...") 136 | with tf.variable_scope('scala1_z') as scope: 137 | # scope.reuse_variables() 138 | # print("Building conv1, bn1, relu1, pooling1...") 139 | name = tf.get_variable_scope().name 140 | # outputs = conv1(inputs, 3, 96, 11, 2) 141 | outputs = self.conv(inputs, 96, 11, 2, 1, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 142 | outputs = self.batchNorm(outputs, isTrainingOp) 143 | outputs = tf.nn.relu(outputs) 144 | outputs = self.maxPool(outputs, 3, 2) 145 | 146 | with tf.variable_scope('scala2_z') as scope: 147 | # scope.reuse_variables() 148 | # print("Building conv2, bn2, relu2, pooling2...") 149 | name = tf.get_variable_scope().name 150 | # outputs = conv2(outputs, 48, 256, 5, 1) 151 | outputs = self.conv(outputs, 256, 5, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 152 | outputs = self.batchNorm(outputs, isTrainingOp) 153 | outputs = tf.nn.relu(outputs) 154 | outputs2 = self.maxPool(outputs, 3, 2) 155 | 156 | with tf.variable_scope('scala3_z') as scope: 157 | # scope.reuse_variables() 158 | # print("Building conv3, bn3, relu3...") 159 | name = tf.get_variable_scope().name 160 | # outputs = conv1(outputs, 256, 384, 3, 1) 161 | outputs = self.conv(outputs2, 384, 3, 1, 1, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 162 | outputs = self.batchNorm(outputs, isTrainingOp) 163 | outputs = tf.nn.relu(outputs) 164 | 165 | with tf.variable_scope('scala4_z') as scope: 166 | # scope.reuse_variables() 167 | # print("Building conv4, bn4, relu4...") 168 | name = tf.get_variable_scope().name 169 | # outputs = conv2(outputs, 192, 384, 3, 1) 170 | outputs = self.conv(outputs, 384, 3, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 171 | outputs = self.batchNorm(outputs, isTrainingOp) 172 | outputs = tf.nn.relu(outputs) 173 | 174 | with tf.variable_scope('scala5_z') as scope: 175 | # scope.reuse_variables() 176 | outputs = self.conv(outputs, 256, 3, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 177 | 178 | return outputs2, outputs 179 | 180 | def template_update_based_grad(self, zFeat2, grad2, opts, isTrainingOp): 181 | 182 | with tf.variable_scope('t_scala5_zz') as scope: 183 | # g2 = tf.stop_gradient(g2) 184 | outputs = self.conv_(grad2*tf.constant(10000, dtype='float32'), 256, 3, 1, 1, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 185 | outputs = self.batchNorm(outputs, isTrainingOp) 186 | zFeat2_up = tf.nn.tanh(outputs)+zFeat2 187 | 188 | with tf.variable_scope('scala3_z') as scope: 189 | scope.reuse_variables() 190 | # print("Building conv3, bn3, relu3...") 191 | name = tf.get_variable_scope().name 192 | # outputs = conv1(outputs, 256, 384, 3, 1) 193 | outputs = self.conv(zFeat2_up, 384, 3, 1, 1, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 194 | outputs = self.batchNorm(outputs, isTrainingOp) 195 | outputs = tf.nn.relu(outputs) 196 | 197 | with tf.variable_scope('scala4_z') as scope: 198 | scope.reuse_variables() 199 | # print("Building conv4, bn4, relu4...") 200 | name = tf.get_variable_scope().name 201 | # outputs = conv2(outputs, 192, 384, 3, 1) 202 | outputs = self.conv(outputs, 384, 3, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 203 | outputs = self.batchNorm(outputs, isTrainingOp) 204 | outputs = tf.nn.relu(outputs) 205 | 206 | with tf.variable_scope('scala5_z') as scope: 207 | scope.reuse_variables() 208 | outputs = self.conv(outputs, 256, 3, 1, 2, [1.0, 2.0], [1.0, 0.0], opts['trainWeightDecay'], opts['stddev']) 209 | 210 | return outputs, zFeat2_up 211 | 212 | def conv(self, inputs, filters, size, stride, groups, lrs, wds, wd, stddev, name=None): 213 | channels = int(inputs.get_shape()[-1]) 214 | groupConv = lambda i, k: tf.nn.conv2d(i, k, strides=[1, stride, stride, 1], padding='VALID') 215 | 216 | with tf.variable_scope('conv'): 217 | weights = self.getVariable('weights', shape=[size, size, channels / groups, filters], initializer=tf.truncated_normal_initializer(stddev=stddev), weightDecay=wds[0]*wd, dType=tf.float32, trainable=True) 218 | # tf.get_variable('weights', shape=[size, size, channels/groups, filters], initializer=tf.contrib.layers.xavier_initializer(), dtype=tf.float32) , 219 | biases = self.getVariable('biases', shape=[filters, ], initializer=tf.constant_initializer(value=0.1, dtype=tf.float32), weightDecay=wds[1]*wd, dType=tf.float32, trainable=True) 220 | # tf.get_variable('biases', [filters,], initializer=tf.constant_initializer(value=0.1, dtype=tf.float32)) 221 | 222 | self.learningRates[weights.name] = lrs[0] 223 | self.learningRates[biases.name] = lrs[1] 224 | 225 | if groups == 1: 226 | conv = groupConv(inputs, weights) 227 | else: 228 | inputGroups = tf.split(axis=3, num_or_size_splits=groups, value=inputs) 229 | weightsGroups = tf.split(axis=3, num_or_size_splits=groups, value=weights) 230 | convGroups = [groupConv(i, k) for i, k in zip(inputGroups, weightsGroups)] 231 | 232 | conv = tf.concat(axis=3, values=convGroups) 233 | 234 | if name is not None: 235 | conv = tf.add(conv, biases, name=name) 236 | else: 237 | conv = tf.add(conv, biases) 238 | 239 | # print('Layer Type = Conv, Size = %d * %d, Stride = %d, Filters = %d, Input channels = %d, Groups = %d' % (size, size, stride, filters, channels, groups)) 240 | 241 | return conv 242 | 243 | def conv_(self, inputs, filters, size, stride, groups, lrs, wds, wd, stddev, name=None): 244 | channels = int(inputs.get_shape()[-1]) 245 | groupConv = lambda i, k: tf.nn.conv2d(i, k, strides=[1, stride, stride, 1], padding='SAME') 246 | 247 | with tf.variable_scope('conv'): 248 | weights = self.getVariable('weights', shape=[size, size, channels / groups, filters], initializer=tf.truncated_normal_initializer(stddev=stddev), weightDecay=wds[0]*wd, dType=tf.float32, trainable=True) 249 | # tf.get_variable('weights', shape=[size, size, channels/groups, filters], initializer=tf.contrib.layers.xavier_initializer(), dtype=tf.float32) , 250 | biases = self.getVariable('biases', shape=[filters, ], initializer=tf.constant_initializer(value=0.1, dtype=tf.float32), weightDecay=wds[1]*wd, dType=tf.float32, trainable=True) 251 | # tf.get_variable('biases', [filters,], initializer=tf.constant_initializer(value=0.1, dtype=tf.float32)) 252 | 253 | self.learningRates[weights.name] = lrs[0] 254 | self.learningRates[biases.name] = lrs[1] 255 | 256 | if groups == 1: 257 | conv = groupConv(inputs, weights) 258 | else: 259 | inputGroups = tf.split(axis=3, num_or_size_splits=groups, value=inputs) 260 | weightsGroups = tf.split(axis=3, num_or_size_splits=groups, value=weights) 261 | convGroups = [groupConv(i, k) for i, k in zip(inputGroups, weightsGroups)] 262 | 263 | conv = tf.concat(axis=3, values=convGroups) 264 | 265 | if name is not None: 266 | conv = tf.add(conv, biases, name=name) 267 | else: 268 | conv = tf.add(conv, biases) 269 | 270 | # print('Layer Type = Conv, Size = %d * %d, Stride = %d, Filters = %d, Input channels = %d, Groups = %d' % (size, size, stride, filters, channels, groups)) 271 | 272 | return conv 273 | 274 | def conv_f(self, inputs, weights_, stride, groups, lrs): 275 | groupConv = lambda i, k: tf.nn.conv2d(i, k, strides=[1, stride, stride, 1], padding='VALID') 276 | 277 | with tf.variable_scope('conv'): 278 | weights = tf.transpose(weights_, [1,2,3,0]) 279 | 280 | self.learningRates[weights.name] = lrs[0] 281 | 282 | if groups == 1: 283 | conv = groupConv(inputs, weights) 284 | else: 285 | inputGroups = tf.split(axis=3, num_or_size_splits=groups, value=inputs) 286 | weightsGroups = tf.split(axis=3, num_or_size_splits=groups, value=weights) 287 | convGroups = [groupConv(i, k) for i, k in zip(inputGroups, weightsGroups)] 288 | 289 | conv = tf.concat(axis=3, values=convGroups) 290 | 291 | return conv 292 | 293 | def batchNorm(self, x, isTraining): 294 | shape = x.get_shape() 295 | paramsShape = shape[-1:] 296 | 297 | axis = list(range(len(shape)-1)) 298 | 299 | with tf.variable_scope('bn'): 300 | beta = self.getVariable('beta', paramsShape, initializer=tf.constant_initializer(value=0, dtype=tf.float32)) 301 | self.learningRates[beta.name] = 1.0 302 | gamma = self.getVariable('gamma', paramsShape, initializer=tf.constant_initializer(value=1, dtype=tf.float32)) 303 | self.learningRates[gamma.name] = 2.0 304 | movingMean = self.getVariable('moving_mean', paramsShape, initializer=tf.constant_initializer(value=0, dtype=tf.float32), trainable=False) 305 | movingVariance = self.getVariable('moving_variance', paramsShape, initializer=tf.constant_initializer(value=1, dtype=tf.float32), trainable=False) 306 | 307 | mean, variance = tf.nn.moments(x, axis) 308 | updateMovingMean = moving_averages.assign_moving_average(movingMean, mean, MOVING_AVERAGE_DECAY) 309 | updateMovingVariance = moving_averages.assign_moving_average(movingVariance, variance, MOVING_AVERAGE_DECAY) 310 | tf.add_to_collection(UPDATE_OPS_COLLECTION, updateMovingMean) 311 | tf.add_to_collection(UPDATE_OPS_COLLECTION, updateMovingVariance) 312 | 313 | mean, variance = control_flow_ops.cond(isTraining, lambda : (mean, variance), lambda : (movingMean, movingVariance)) 314 | 315 | x = tf.nn.batch_normalization(x, mean, variance, beta, gamma, variance_epsilon=0.001) 316 | 317 | return x 318 | 319 | def maxPool(self, inputs, kSize, _stride): 320 | with tf.variable_scope('poll'): 321 | output = tf.nn.max_pool(inputs, ksize=[1, kSize, kSize, 1], strides=[1, _stride, _stride, 1], padding='VALID') 322 | 323 | return output 324 | 325 | def loss(self, score, y, weights): 326 | a = -tf.multiply(score, y) 327 | b = tf.nn.relu(a) 328 | loss = b+tf.log(tf.exp(-b)+tf.exp(a-b)) 329 | # loss = tf.log(1+tf.exp(a)) 330 | # loss = tf.reduce_mean(loss) 331 | loss = tf.reduce_mean(tf.multiply(weights, loss)) 332 | regularization = tf.get_collection(tf.GraphKeys.REGULARIZATION_LOSSES) 333 | loss = tf.add_n([loss]+regularization) 334 | 335 | return loss 336 | 337 | def getVariable(self, name, shape, initializer, weightDecay = 0.0, dType=tf.float32, trainable = True): 338 | if weightDecay > 0: 339 | regularizer = tf.contrib.layers.l2_regularizer(weightDecay) 340 | else: 341 | regularizer = None 342 | 343 | return tf.get_variable(name, shape=shape, initializer=initializer, dtype=dType, regularizer=regularizer, trainable=trainable) 344 | -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- 1 | # Suofei ZHANG, 2017. 2 | 3 | import numpy as np 4 | from numpy.matlib import repmat 5 | import tensorflow as tf 6 | # import matplotlib.image as mpimg 7 | import matplotlib.pyplot as plt 8 | # from PIL import Image 9 | import os 10 | import time 11 | import cv2 12 | import scipy.io as sio 13 | import os 14 | os.environ['CUDA_VISIBLE_DEVICES']='0' 15 | 16 | from siamese import * 17 | from parameters import configParams 18 | import utils 19 | 20 | def getOpts(opts): 21 | print("config opts...") 22 | 23 | opts['validation'] = 0.1 24 | opts['exemplarSize'] = 127 25 | opts['instanceSize'] = 255-2*8 26 | opts['lossRPos'] = 16 27 | opts['lossRNeg'] = 0 28 | opts['labelWeight'] = 'balanced' 29 | opts['numPairs'] = 53200 30 | opts['frameRange'] = 100 31 | opts['trainNumEpochs'] = 50 32 | opts['trainLr1'] = np.logspace(-2, -5, opts['trainNumEpochs']) 33 | opts['trainWeightDecay'] = 5e-04 34 | opts['randomSeed'] = 1 35 | opts['momentum'] = 0.9 36 | opts['stddev'] = 0.01 37 | 38 | opts['start'] = 0 39 | opts['expName'] = 'base_s' 40 | opts['summaryFile'] = './summaryFile_r/'+opts['expName'] 41 | opts['ckptPath'] = './ckpt_r/'+opts['expName'] 42 | 43 | opts['modelPath'] = './models/' 44 | opts['modelName'] = opts['modelPath'] + "model_epoch49.ckpt" 45 | return opts 46 | 47 | def getEig(mat): 48 | d, v = np.linalg.eig(mat) 49 | idx = np.argsort(d) 50 | d.sort() 51 | d = np.diag(d) 52 | v = -v; 53 | v = v[:, idx] 54 | 55 | return d, v 56 | 57 | def loadStats(path): 58 | imgStats = utils.loadImageStats(path) 59 | 60 | if 'z' not in imgStats: 61 | print("to implement...") 62 | return 63 | else: 64 | rgbMeanZ = np.reshape(imgStats['z']['rgbMean'][0][0], [1, 1, 3]) 65 | rgbMeanX = np.reshape(imgStats['x']['rgbMean'][0][0], [1, 1, 3]) 66 | d, v = getEig(imgStats['z']['rgbCovariance'][0][0]) 67 | rgbVarZ = 0.1*np.dot(np.sqrt(d), v.T) 68 | d, v = getEig(imgStats['x']['rgbCovariance'][0][0]) 69 | rgbVarX = 0.1*np.dot(np.sqrt(d), v.T) 70 | return rgbMeanZ, rgbVarZ, rgbMeanX, rgbVarX 71 | 72 | def chooseValSet(imdb, opts): 73 | TRAIN_SET = 1 74 | VAL_SET = 2 75 | 76 | sizeDataset = len(imdb.id) 77 | sizeVal = round(opts['validation']*sizeDataset) 78 | sizeTrain = sizeDataset-sizeVal 79 | imdb.set = np.zeros([sizeDataset], dtype='uint8') 80 | imdb.set[:sizeTrain] = TRAIN_SET 81 | imdb.set[sizeTrain:] = VAL_SET 82 | 83 | imdbInd = {} 84 | imdbInd['id'] = [i for i in range(0, opts['numPairs'])] 85 | imdbInd['imageSet'] = np.zeros([opts['numPairs']], dtype='uint8') 86 | nPairsTrain = round(opts['numPairs']*(1-opts['validation'])) 87 | imdbInd['imageSet'][:nPairsTrain] = TRAIN_SET 88 | imdbInd['imageSet'][nPairsTrain:] = VAL_SET 89 | 90 | return imdb, imdbInd 91 | 92 | def createLogLossLabel(labelSize, rPos, rNeg): 93 | labelSide = labelSize[0] 94 | 95 | logLossLabel = np.zeros(labelSize, dtype=np.float32,) 96 | labelOrigin = np.array([np.floor(labelSide/2), np.floor(labelSide/2)]) 97 | 98 | for i in range(0, labelSide): 99 | for j in range(0, labelSide): 100 | distFromOrigin = np.linalg.norm(np.array([i, j])-labelOrigin) 101 | if distFromOrigin <= rPos: 102 | logLossLabel[i, j] = 1 103 | else: 104 | if distFromOrigin <= rNeg: 105 | logLossLabel[i, j] = 0 106 | else: 107 | logLossLabel[i, j] = -1 108 | 109 | return logLossLabel 110 | 111 | def createLabels(labelSize, rPos, rNeg, batchSize): 112 | half = np.floor(labelSize[0]/2) 113 | 114 | fixedLabel = createLogLossLabel(labelSize, rPos, rNeg) 115 | instanceWeight = np.ones(fixedLabel.shape) 116 | idxP = np.where(fixedLabel == 1) 117 | idxN = np.where(fixedLabel == -1) 118 | 119 | sumP = len(idxP[0]) 120 | sumN = len(idxN[0]) 121 | 122 | # instanceWeight = instanceWeight/225. 123 | instanceWeight[idxP[0], idxP[1]] = 0.5*instanceWeight[idxP[0], idxP[1]]/sumP 124 | instanceWeight[idxN[0], idxN[1]] = 0.5*instanceWeight[idxN[0], idxN[1]]/sumN 125 | 126 | fixedLabels = np.zeros([batchSize, labelSize[0], labelSize[1], 1], dtype=np.float32) 127 | instanceWeights = np.zeros([batchSize, labelSize[0], labelSize[1], 1], dtype=np.float32) 128 | 129 | for i in range(batchSize): 130 | fixedLabels[i, :, :, 0] = fixedLabel 131 | instanceWeights[i, :, :, 0] = instanceWeight 132 | 133 | return fixedLabels, instanceWeights 134 | 135 | def createLabels_G(labelSize, batchSize): 136 | sz = labelSize[0] 137 | fixedLabel = gaussian_shaped_labels(sz) 138 | instanceWeight = np.ones(fixedLabel.shape) 139 | idxP = np.where(fixedLabel == 1) 140 | idxN = np.where(fixedLabel == 0) 141 | 142 | sumP = len(idxP[0]) 143 | sumN = len(idxN[0]) 144 | 145 | # instanceWeight = instanceWeight/225. 146 | instanceWeight[idxP[0], idxP[1]] = 5 147 | instanceWeight[idxN[0], idxN[1]] = 1 148 | 149 | fixedLabels = np.zeros([batchSize, labelSize[0], labelSize[1], 1], dtype=np.float32) 150 | instanceWeights = np.zeros([batchSize, labelSize[0], labelSize[1], 1], dtype=np.float32) 151 | 152 | for i in range(batchSize): 153 | fixedLabels[i, :, :, 0] = fixedLabel 154 | instanceWeights[i, :, :, 0] = instanceWeight 155 | 156 | return fixedLabels, instanceWeights 157 | 158 | def gaussian_shaped_labels(sz): 159 | sigma = [0.7,0.7] 160 | v = np.linspace(1, sz, sz) - np.ceil(sz / 2) 161 | xs, ys = np.meshgrid(v, v) 162 | alpha=0.25 163 | labels = np.exp(-alpha * ((xs ** 2) / (sigma[0] ** 2) + (ys ** 2) / (sigma[1] ** 2))) 164 | return labels 165 | 166 | def precisionAuc(positions, groundTruth, radius, nStep): 167 | thres = np.linspace(0, radius, nStep) 168 | 169 | errs = np.zeros([nStep], dtype=np.float32) 170 | 171 | distances = np.sqrt(np.power(positions[:, 0]-groundTruth[:, 0], 2)+np.power(positions[:, 1]-groundTruth[:, 1], 2)) 172 | distances[np.where(np.isnan(distances))] = [] 173 | 174 | for p in range(0, nStep): 175 | errs[p] = np.shape(np.where(distances > thres[p]))[-1] 176 | 177 | score = np.trapz(errs) 178 | 179 | return score 180 | 181 | def centerThrErr(score, labels, oldRes, m): 182 | radiusInpix = 50 183 | totalStride = 8 184 | nStep = 100 185 | batchSize = score.shape[0] 186 | posMask = np.where(labels > 0) 187 | numPos = posMask[0].shape[-1] 188 | 189 | responses = np.squeeze(score[posMask, :, :, :], axis=(0,)) 190 | half = np.floor(score.shape[1]/2) 191 | centerLabel = repmat([half, half], numPos, 1) 192 | positions = np.zeros([numPos, 2], dtype=np.float32) 193 | 194 | for b in range(0, numPos): 195 | sc = np.squeeze(responses[b, :, :, 0]) 196 | r = np.where(sc == np.max(sc)) 197 | positions[b, :] = [r[0][0], r[1][0]] 198 | 199 | res = precisionAuc(positions, centerLabel, radiusInpix/totalStride, nStep) 200 | res = (oldRes*m+res)/(m+batchSize) 201 | return res 202 | 203 | def centerScore(x): 204 | m1, m2 = x.shape 205 | c1 = (m1+1)/2-1 206 | c2 = (m2+1)/2-1 207 | v = x[int(c1), int(c2)] 208 | 209 | return v 210 | 211 | def maxScoreErr(x, yGt, oldRes, m): 212 | b, m1, m2, k = x.shape 213 | 214 | errs = np.zeros([b], dtype=np.float32) 215 | 216 | for i in range(0, b): 217 | score = np.squeeze(x[i, :, :, 0]) 218 | 219 | if yGt[i] > 0: 220 | errs[i] = centerScore(score) 221 | else: 222 | errs[i] = -np.max(score) 223 | 224 | res = len(np.where(errs <= 0)[0]) 225 | res = (oldRes*m+res)/(m+b) 226 | 227 | return res 228 | 229 | def choosePosPair(imdb, idx, frameRange): 230 | validTrackIds = np.where(imdb.valid_trackids[:, idx] > 1)[0] 231 | randTrackidZ = np.random.permutation(validTrackIds)[0] 232 | 233 | frames = imdb.valid_per_trackid[idx][randTrackidZ] 234 | randZ = np.random.permutation(frames)[0] 235 | randZPos = frames.index(randZ) 236 | 237 | possibleX = frames 238 | possibleX = possibleX[:min(len(frames), randZPos+frameRange)] 239 | possibleX = possibleX[max(randZPos-frameRange, 0):] 240 | possibleX.remove(randZ) 241 | 242 | randX = np.random.permutation(possibleX)[0] 243 | 244 | z = imdb.objects[idx] 245 | x = imdb.objects[idx] 246 | 247 | return z, randZ, x, randX 248 | 249 | def acquireAugment(im, imageSize, rgbVar, augOpts): 250 | if not isinstance(imageSize, list): #len(imageSize) == 1: 251 | imageSize = [imageSize, imageSize] 252 | 253 | if not isinstance(augOpts['maxTranslate'], list): #len(augOpts['maxTranslate']) == 1: 254 | augOpts['maxTranslate'] = [augOpts['maxTranslate'], augOpts['maxTranslate']] 255 | 256 | if im.shape[-1] == 1: 257 | imt = np.zeros([im.shape[0], im.shape[0], 3]) 258 | imt[:, :, 0] = imt[:, :, 1] = imt[:, :, 2] = im 259 | else: 260 | imt = im 261 | 262 | h, w, _ = imt.shape 263 | cx = (w+1)/2-1 264 | cy = (h+1)/2-1 265 | 266 | if augOpts['stretch']: 267 | scale = np.squeeze((1+augOpts['maxStretch']*(-1+2*np.random.rand(2, 1)))) 268 | test = np.multiply(imageSize, scale) 269 | sz = np.around(np.min([test, [h, w]], 0)) 270 | else: 271 | sz = imageSize 272 | 273 | if augOpts['translate']: 274 | if not isinstance(augOpts['maxTranslate'], list): 275 | dx = np.random.randint(1, w-sz[1]+1, 1) 276 | dy = np.random.randint(1, h-sz(0)+1, 1) 277 | else: 278 | mx = min(augOpts['maxTranslate'][1], np.floor((w-sz[1])/2)) 279 | my = min(augOpts['maxTranslate'][0], np.floor((h-sz[0])/2)) 280 | dx = cx-(sz[1]-1)/2+np.random.randint(-mx, mx+1, 1) 281 | dy = cy-(sz[0]-1)/2+np.random.randint(-my, my+1, 1) 282 | else: 283 | dx = cx-(sz[1]-1)/2 284 | dy = cy-(sz[0]-1)/2 285 | 286 | sx = np.around(np.linspace(dx, dx+sz[1]-1, imageSize[1])) 287 | sy = np.around(np.linspace(dy, dy+sz[0]-1, imageSize[0])) 288 | sx = sx.astype(int).tolist() 289 | sy = sy.astype(int).tolist() 290 | 291 | imo = imt[sy, :, :] 292 | imo = imo[:, sy, :] 293 | if augOpts['color']: 294 | offset = np.dot(rgbVar, np.random.randn(3, 1)) 295 | imo[:, :, 0] = imo[:, :, 0]-offset[0] 296 | imo[:, :, 1] = imo[:, :, 1]-offset[1] 297 | imo[:, :, 2] = imo[:, :, 2]-offset[2] 298 | 299 | return imo 300 | 301 | def vidGetRandBatch(imdbInd, imdb, batch, opts): 302 | TRAIN_SET = 1 303 | VAL_SET = 2 304 | 305 | batchSet = imdbInd['imageSet'][batch[0]] 306 | assert all(batchSet == imdbInd['imageSet'][batch]) 307 | batchSize = len(batch) 308 | pairTypesRgb = 1 309 | dataDir = opts['crops_train'] 310 | imdb.set = imdb.set[0:4366] 311 | idsSet = np.where(imdb.set == batchSet)[0] 312 | rndVideos = np.random.permutation(idsSet)[:batchSize] 313 | idsPairs = rndVideos 314 | 315 | imoutZ1 = np.zeros([batchSize, opts['exemplarSize'], opts['exemplarSize'], 3], dtype=np.float32) 316 | imoutX = np.zeros([batchSize, opts['instanceSize'], opts['instanceSize'], 3], dtype=np.float32) 317 | imoutX1 = np.zeros([batchSize, opts['instanceSize'], opts['instanceSize'], 3], dtype=np.float32) 318 | 319 | objectsZ = [] 320 | objectsX = [] 321 | idxZ = [] 322 | idxX = [] 323 | cropsZ1Str = [] 324 | cropsXStr = [] 325 | cropsX1Str = [] 326 | for i in range(0, batchSize): 327 | z, randZ, x, randX = choosePosPair(imdb, idsPairs[i], opts['frameRange']) 328 | objectsZ.append(z) 329 | idxZ.append(randZ) 330 | objectsX.append(x) 331 | idxX.append(randX) 332 | 333 | z1Str = dataDir + z.frame_path[randZ] 334 | z1Str = z1Str.replace(".JPEG", "")+".%02d.crop.z.jpg" % z.track_id[randZ] 335 | xStr = dataDir+x.frame_path[randX] 336 | xStr = xStr.replace(".JPEG", "")+".%02d.crop.x.jpg" % x.track_id[randX] 337 | if randZ len(validPerTrackids): 139 | tmp = [] 140 | validPerTrackids.append(tmp) 141 | 142 | validPerTrackids[trackId].append(np.uint16(targetIdx)) 143 | 144 | targetIdx += 1 145 | 146 | imdbObjects = ImdbObjects(trackIds, oClasses, framesSize, extents, valids, framePathes) 147 | imdb.objects.append(imdbObjects) 148 | imdb.valid_per_trackid.append(validPerTrackids) 149 | imdb.total_valid_objects += imdb.n_valid_objects[i] 150 | print(imdb.valid_trackids[:, i]) 151 | 152 | vidFile.close() 153 | print("Found %d" % imdb.n_valid_objects[i] + " valid objects in %d" % imdb.nframes[i] + " frames") 154 | 155 | toDelete = np.where(imdb.n_valid_objects < 2)[0] 156 | imdb = deleteFromImdb(imdb, toDelete) 157 | toDelete = np.unique(np.where(imdb.valid_trackids == 1)[1]) 158 | imdb = deleteFromImdb(imdb, toDelete) 159 | saveImdbToPkl(imdb, curation_path, crops_train) 160 | return imdb 161 | 162 | def saveImdbToPkl(imdb, curation_path, crops_train): 163 | with open(curation_path+"imdb.pkl", 'wb') as imdbFile: 164 | pickle.dump(imdb, imdbFile) 165 | imdbFile.close() 166 | 167 | for i in range(0, imdb.id.shape[0]): 168 | with open(crops_train+imdb.path[i]+"/object.pkl", 'wb') as objFile: 169 | pickle.dump(imdb.objects[i], objFile) 170 | objFile.close() 171 | 172 | for j in range(0, len(imdb.valid_per_trackid[i])): 173 | with open(crops_train+imdb.path[i]+"/trackid_%d" % j+".pkl", 'wb') as idFile: 174 | pickle.dump(imdb.valid_per_trackid[i][j], idFile) 175 | idFile.close() 176 | 177 | 178 | def loadImdbFromPkl(curation_path, crops_train): 179 | imdb = Imdb() 180 | with open(curation_path+"imdb.pkl", 'rb') as imdbFile: 181 | imdb = pickle.load(imdbFile) 182 | 183 | imdb.objects = [] 184 | for i in range(0, imdb.id.shape[0]): 185 | imdbObject = ImdbObjects() 186 | with open(crops_train+imdb.path[i]+"/object.pkl", 'rb') as objFile: 187 | imdbObject = pickle.load(objFile) 188 | imdb.objects.append(imdbObject) 189 | 190 | trackIdNum = np.where(imdb.valid_trackids[:, i] > 0)[0][-1] 191 | validPerTrackids = [] 192 | 193 | for j in range(0, trackIdNum+1): 194 | with open(crops_train+imdb.path[i]+"/trackid_%d" % j+".pkl", 'rb') as idFile: 195 | validPerTrackid = pickle.load(idFile) 196 | validPerTrackids.append(validPerTrackid) 197 | idFile.close() 198 | 199 | imdb.valid_per_trackid.append(validPerTrackids) 200 | 201 | return imdb 202 | 203 | def loadImageStatsFromMat(path): 204 | imgStats = {}# ImgStats() 205 | 206 | imgStatsMat = sio.loadmat(path+"x.mat") 207 | imgStatsMat = imgStatsMat['x'] 208 | imgStats['x'] = {} 209 | imgStats['x']['averageImage'] = imgStatsMat['averageImage'] 210 | imgStats['x']['rgbm1'] = imgStatsMat['rgbm1'] 211 | imgStats['x']['rgbMean'] = imgStatsMat['rgbMean'] 212 | imgStats['x']['rgbCovariance'] = imgStatsMat['rgbCovariance'] 213 | 214 | imgStatsMat = sio.loadmat(path + "z.mat") 215 | imgStatsMat = imgStatsMat['z'] 216 | imgStats['z'] = {} 217 | imgStats['z']['averageImage'] = imgStatsMat['averageImage'] 218 | imgStats['z']['rgbm1'] = imgStatsMat['rgbm1'] 219 | imgStats['z']['rgbm2'] = imgStatsMat['rgbm2'] 220 | imgStats['z']['rgbMean'] = imgStatsMat['rgbMean'] 221 | imgStats['z']['rgbCovariance'] = imgStatsMat['rgbCovariance'] 222 | 223 | with open(path + "imageStats.pkl", 'wb') as imgStatsFile: 224 | pickle.dump(imgStats, imgStatsFile) 225 | imgStatsFile.close() 226 | 227 | return imgStatsMat 228 | 229 | def loadImageStats(path): 230 | with open(path+"imageStats.pkl", 'rb') as imgStatsFile: 231 | imgStats = pickle.load(imgStatsFile) 232 | 233 | return imgStats 234 | 235 | 236 | 237 | --------------------------------------------------------------------------------