1# yolov2 resnet18.cfg网络 2 3```shell 4[net] 5# Training 6# batch=128 7# subdivisions=1 8 9# Testing 10batch=48 11subdivisions=8 12 13height=384 14width=640 15 16channels=3 17momentum=0.9 18decay=0.0005 19angle=0 20saturation = 1.5 21exposure = 1.5 22hue=0.1 23 24learning_rate=0.01 25burn_in=10000 26max_batches = 300200 27policy=steps 28steps=100000,200000,250000 29scales=.1,.1,.1 30 31 32#letter_box=1 33 34 35 36[convolutional] 37batch_normalize=1 38filters=64 39size=3 40stride=2 41pad=1 42activation=leaky 43 44[maxpool] 45size=2 46stride=2 47 48 49# Residual Block 50[convolutional] 51batch_normalize=1 52filters=64 53size=3 54stride=1 55pad=1 56activation=leaky 57 58[convolutional] 59batch_normalize=1 60filters=64 61size=3 62stride=1 63pad=1 64activation=linear 65 66[shortcut] 67activation=leaky 68from=-3 69 70# Residual Block 71[convolutional] 72batch_normalize=1 73filters=64 74size=3 75stride=1 76pad=1 77activation=leaky 78 79[convolutional] 80batch_normalize=1 81filters=64 82size=3 83stride=1 84pad=1 85activation=linear 86 87[shortcut] 88activation=leaky 89from=-3 90 91[maxpool] 92size=2 93stride=2 94 95# Strided Residual Block 96[convolutional] 97batch_normalize=1 98filters=128 99size=1 100stride=1 101pad=1 102activation=leaky 103 104[convolutional] 105batch_normalize=1 106filters=128 107size=3 108stride=1 109pad=1 110activation=linear 111 112[convolutional] 113batch_normalize=1 114filters=128 115size=1 116stride=1 117pad=1 118activation=linear 119 120[shortcut] 121activation=leaky 122from=-3 123 124# Residual Block 125[convolutional] 126batch_normalize=1 127filters=128 128size=1 129stride=1 130pad=1 131activation=leaky 132 133[convolutional] 134batch_normalize=1 135filters=128 136size=3 137stride=1 138pad=1 139activation=linear 140 141[convolutional] 142batch_normalize=1 143filters=128 144size=1 145stride=1 146pad=1 147activation=linear 148 149[shortcut] 150activation=leaky 151from=-3 152 153 154[maxpool] 155size=2 156stride=2 157 158# Strided Residual Block 159[convolutional] 160batch_normalize=1 161filters=256 162size=1 163stride=1 164pad=1 165activation=leaky 166 167[convolutional] 168batch_normalize=1 169filters=256 170size=3 171stride=1 172pad=1 173activation=linear 174 175[convolutional] 176batch_normalize=1 177filters=256 178size=1 179stride=1 180pad=1 181activation=linear 182 183[shortcut] 184activation=leaky 185from=-3 186 187# Residual Block 188[convolutional] 189batch_normalize=1 190filters=256 191size=1 192stride=1 193pad=1 194activation=leaky 195 196[convolutional] 197batch_normalize=1 198filters=256 199size=3 200stride=1 201pad=1 202activation=linear 203 204[convolutional] 205batch_normalize=1 206filters=256 207size=1 208stride=1 209pad=1 210activation=linear 211 212[shortcut] 213activation=leaky 214from=-3 215 216[maxpool] 217size=2 218stride=2 219 220# Strided Residual Block 221[convolutional] 222batch_normalize=1 223filters=512 224size=1 225stride=1 226pad=1 227activation=leaky 228 229[convolutional] 230batch_normalize=1 231filters=512 232size=3 233stride=1 234pad=1 235activation=linear 236 237[convolutional] 238batch_normalize=1 239filters=512 240size=1 241stride=1 242pad=1 243activation=linear 244 245[shortcut] 246activation=leaky 247from=-3 248 249# Residual Block 250[convolutional] 251batch_normalize=1 252filters=512 253size=1 254stride=1 255pad=1 256activation=leaky 257 258[convolutional] 259batch_normalize=1 260filters=512 261size=3 262stride=1 263pad=1 264activation=linear 265 266[convolutional] 267batch_normalize=1 268filters=512 269size=1 270stride=1 271pad=1 272activation=linear 273 274[shortcut] 275activation=leaky 276from=-3 277 278[convolutional] 279batch_normalize=1 280filters=30 281size=1 282stride=1 283pad=0 284activation=linear 285 286[region] 287anchors = 0.52,0.61, 1.05,1.12, 1.85,2.05, 4.63,4.49, 7.15,7.56 288bias_match=1 289classes=1 290coords=4 291num=5 292max_boxes=300 293softmax=0 294jitter=.3 295rescore=1 296 297object_scale=5 298noobject_scale=1 299class_scale=1 300coord_scale=2 301 302absolute=1 303thresh = .6 304random=0 305``` 306 307