1[net] 2# Testing 3# batch=1 4# subdivisions=1 5# Training 6batch=64 7subdivisions=16 8width=416 9height=416 10channels=3 11momentum=0.9 12decay=0.0005 13angle=0 14saturation = 1.5 15exposure = 1.5 16hue=.1 17 18learning_rate=0.001 19burn_in=1000 20max_batches = 500200 21policy=steps 22steps=400000,450000 23scales=.1,.1 24 25[convolutional] 26batch_normalize=1 27filters=32 28size=3 29stride=1 30pad=1 31activation=leaky 32 33# Downsample 34 35[convolutional] 36batch_normalize=1 37filters=64 38size=3 39stride=2 40pad=1 41activation=leaky 42 43[convolutional] 44batch_normalize=1 45filters=32 46size=1 47stride=1 48pad=1 49activation=leaky 50 51[convolutional] 52batch_normalize=1 53filters=64 54size=3 55stride=1 56pad=1 57activation=leaky 58 59[shortcut] 60from=-3 61activation=linear 62 63# Downsample 64 65[convolutional] 66batch_normalize=1 67filters=128 68size=3 69stride=2 70pad=1 71activation=leaky 72 73[convolutional] 74batch_normalize=1 75filters=64 76size=1 77stride=1 78pad=1 79activation=leaky 80 81[convolutional] 82batch_normalize=1 83filters=128 84size=3 85stride=1 86pad=1 87activation=leaky 88 89[shortcut] 90from=-3 91activation=linear 92 93[convolutional] 94batch_normalize=1 95filters=64 96size=1 97stride=1 98pad=1 99activation=leaky 100 101[convolutional] 102batch_normalize=1 103filters=128 104size=3 105stride=1 106pad=1 107activation=leaky 108 109[shortcut] 110from=-3 111activation=linear 112 113# Downsample 114 115[convolutional] 116batch_normalize=1 117filters=256 118size=3 119stride=2 120pad=1 121activation=leaky 122 123[convolutional] 124batch_normalize=1 125filters=128 126size=1 127stride=1 128pad=1 129activation=leaky 130 131[convolutional] 132batch_normalize=1 133filters=256 134size=3 135stride=1 136pad=1 137activation=leaky 138 139[shortcut] 140from=-3 141activation=linear 142 143[convolutional] 144batch_normalize=1 145filters=128 146size=1 147stride=1 148pad=1 149activation=leaky 150 151[convolutional] 152batch_normalize=1 153filters=256 154size=3 155stride=1 156pad=1 157activation=leaky 158 159[shortcut] 160from=-3 161activation=linear 162 163[convolutional] 164batch_normalize=1 165filters=128 166size=1 167stride=1 168pad=1 169activation=leaky 170 171[convolutional] 172batch_normalize=1 173filters=256 174size=3 175stride=1 176pad=1 177activation=leaky 178 179[shortcut] 180from=-3 181activation=linear 182 183[convolutional] 184batch_normalize=1 185filters=128 186size=1 187stride=1 188pad=1 189activation=leaky 190 191[convolutional] 192batch_normalize=1 193filters=256 194size=3 195stride=1 196pad=1 197activation=leaky 198 199[shortcut] 200from=-3 201activation=linear 202 203 204[convolutional] 205batch_normalize=1 206filters=128 207size=1 208stride=1 209pad=1 210activation=leaky 211 212[convolutional] 213batch_normalize=1 214filters=256 215size=3 216stride=1 217pad=1 218activation=leaky 219 220[shortcut] 221from=-3 222activation=linear 223 224[convolutional] 225batch_normalize=1 226filters=128 227size=1 228stride=1 229pad=1 230activation=leaky 231 232[convolutional] 233batch_normalize=1 234filters=256 235size=3 236stride=1 237pad=1 238activation=leaky 239 240[shortcut] 241from=-3 242activation=linear 243 244[convolutional] 245batch_normalize=1 246filters=128 247size=1 248stride=1 249pad=1 250activation=leaky 251 252[convolutional] 253batch_normalize=1 254filters=256 255size=3 256stride=1 257pad=1 258activation=leaky 259 260[shortcut] 261from=-3 262activation=linear 263 264[convolutional] 265batch_normalize=1 266filters=128 267size=1 268stride=1 269pad=1 270activation=leaky 271 272[convolutional] 273batch_normalize=1 274filters=256 275size=3 276stride=1 277pad=1 278activation=leaky 279 280[shortcut] 281from=-3 282activation=linear 283 284# Downsample 285 286[convolutional] 287batch_normalize=1 288filters=512 289size=3 290stride=2 291pad=1 292activation=leaky 293 294[convolutional] 295batch_normalize=1 296filters=256 297size=1 298stride=1 299pad=1 300activation=leaky 301 302[convolutional] 303batch_normalize=1 304filters=512 305size=3 306stride=1 307pad=1 308activation=leaky 309 310[shortcut] 311from=-3 312activation=linear 313 314 315[convolutional] 316batch_normalize=1 317filters=256 318size=1 319stride=1 320pad=1 321activation=leaky 322 323[convolutional] 324batch_normalize=1 325filters=512 326size=3 327stride=1 328pad=1 329activation=leaky 330 331[shortcut] 332from=-3 333activation=linear 334 335 336[convolutional] 337batch_normalize=1 338filters=256 339size=1 340stride=1 341pad=1 342activation=leaky 343 344[convolutional] 345batch_normalize=1 346filters=512 347size=3 348stride=1 349pad=1 350activation=leaky 351 352[shortcut] 353from=-3 354activation=linear 355 356 357[convolutional] 358batch_normalize=1 359filters=256 360size=1 361stride=1 362pad=1 363activation=leaky 364 365[convolutional] 366batch_normalize=1 367filters=512 368size=3 369stride=1 370pad=1 371activation=leaky 372 373[shortcut] 374from=-3 375activation=linear 376 377[convolutional] 378batch_normalize=1 379filters=256 380size=1 381stride=1 382pad=1 383activation=leaky 384 385[convolutional] 386batch_normalize=1 387filters=512 388size=3 389stride=1 390pad=1 391activation=leaky 392 393[shortcut] 394from=-3 395activation=linear 396 397 398[convolutional] 399batch_normalize=1 400filters=256 401size=1 402stride=1 403pad=1 404activation=leaky 405 406[convolutional] 407batch_normalize=1 408filters=512 409size=3 410stride=1 411pad=1 412activation=leaky 413 414[shortcut] 415from=-3 416activation=linear 417 418 419[convolutional] 420batch_normalize=1 421filters=256 422size=1 423stride=1 424pad=1 425activation=leaky 426 427[convolutional] 428batch_normalize=1 429filters=512 430size=3 431stride=1 432pad=1 433activation=leaky 434 435[shortcut] 436from=-3 437activation=linear 438 439[convolutional] 440batch_normalize=1 441filters=256 442size=1 443stride=1 444pad=1 445activation=leaky 446 447[convolutional] 448batch_normalize=1 449filters=512 450size=3 451stride=1 452pad=1 453activation=leaky 454 455[shortcut] 456from=-3 457activation=linear 458 459# Downsample 460 461[convolutional] 462batch_normalize=1 463filters=1024 464size=3 465stride=2 466pad=1 467activation=leaky 468 469[convolutional] 470batch_normalize=1 471filters=512 472size=1 473stride=1 474pad=1 475activation=leaky 476 477[convolutional] 478batch_normalize=1 479filters=1024 480size=3 481stride=1 482pad=1 483activation=leaky 484 485[shortcut] 486from=-3 487activation=linear 488 489[convolutional] 490batch_normalize=1 491filters=512 492size=1 493stride=1 494pad=1 495activation=leaky 496 497[convolutional] 498batch_normalize=1 499filters=1024 500size=3 501stride=1 502pad=1 503activation=leaky 504 505[shortcut] 506from=-3 507activation=linear 508 509[convolutional] 510batch_normalize=1 511filters=512 512size=1 513stride=1 514pad=1 515activation=leaky 516 517[convolutional] 518batch_normalize=1 519filters=1024 520size=3 521stride=1 522pad=1 523activation=leaky 524 525[shortcut] 526from=-3 527activation=linear 528 529[convolutional] 530batch_normalize=1 531filters=512 532size=1 533stride=1 534pad=1 535activation=leaky 536 537[convolutional] 538batch_normalize=1 539filters=1024 540size=3 541stride=1 542pad=1 543activation=leaky 544 545[shortcut] 546from=-3 547activation=linear 548 549###################### 550 551[convolutional] 552batch_normalize=1 553filters=512 554size=1 555stride=1 556pad=1 557activation=leaky 558 559[convolutional] 560batch_normalize=1 561size=3 562stride=1 563pad=1 564filters=1024 565activation=leaky 566 567[convolutional] 568batch_normalize=1 569filters=512 570size=1 571stride=1 572pad=1 573activation=leaky 574 575[convolutional] 576batch_normalize=1 577size=3 578stride=1 579pad=1 580filters=1024 581activation=leaky 582 583[convolutional] 584batch_normalize=1 585filters=512 586size=1 587stride=1 588pad=1 589activation=leaky 590 591[convolutional] 592batch_normalize=1 593size=3 594stride=1 595pad=1 596filters=1024 597activation=leaky 598 599[convolutional] 600size=1 601stride=1 602pad=1 603filters=255 604activation=linear 605 606 607[yolo] 608mask = 6,7,8 609anchors = 10,13, 16,30, 33,23, 30,61, 62,45, 59,119, 116,90, 156,198, 373,326 610classes=80 611num=9 612jitter=.3 613ignore_thresh = .7 614truth_thresh = 1 615random=1 616 617 618[route] 619layers = -4 620 621[convolutional] 622batch_normalize=1 623filters=256 624size=1 625stride=1 626pad=1 627activation=leaky 628 629[upsample] 630stride=2 631 632[route] 633layers = -1, 61 634 635 636 637[convolutional] 638batch_normalize=1 639filters=256 640size=1 641stride=1 642pad=1 643activation=leaky 644 645[convolutional] 646batch_normalize=1 647size=3 648stride=1 649pad=1 650filters=512 651activation=leaky 652 653[convolutional] 654batch_normalize=1 655filters=256 656size=1 657stride=1 658pad=1 659activation=leaky 660 661[convolutional] 662batch_normalize=1 663size=3 664stride=1 665pad=1 666filters=512 667activation=leaky 668 669[convolutional] 670batch_normalize=1 671filters=256 672size=1 673stride=1 674pad=1 675activation=leaky 676 677[convolutional] 678batch_normalize=1 679size=3 680stride=1 681pad=1 682filters=512 683activation=leaky 684 685[convolutional] 686size=1 687stride=1 688pad=1 689filters=255 690activation=linear 691 692 693[yolo] 694mask = 3,4,5 695anchors = 10,13, 16,30, 33,23, 30,61, 62,45, 59,119, 116,90, 156,198, 373,326 696classes=80 697num=9 698jitter=.3 699ignore_thresh = .7 700truth_thresh = 1 701random=1 702 703 704 705[route] 706layers = -4 707 708[convolutional] 709batch_normalize=1 710filters=128 711size=1 712stride=1 713pad=1 714activation=leaky 715 716[upsample] 717stride=2 718 719[route] 720layers = -1, 36 721 722 723 724[convolutional] 725batch_normalize=1 726filters=128 727size=1 728stride=1 729pad=1 730activation=leaky 731 732[convolutional] 733batch_normalize=1 734size=3 735stride=1 736pad=1 737filters=256 738activation=leaky 739 740[convolutional] 741batch_normalize=1 742filters=128 743size=1 744stride=1 745pad=1 746activation=leaky 747 748[convolutional] 749batch_normalize=1 750size=3 751stride=1 752pad=1 753filters=256 754activation=leaky 755 756[convolutional] 757batch_normalize=1 758filters=128 759size=1 760stride=1 761pad=1 762activation=leaky 763 764[convolutional] 765batch_normalize=1 766size=3 767stride=1 768pad=1 769filters=256 770activation=leaky 771 772[convolutional] 773size=1 774stride=1 775pad=1 776filters=255 777activation=linear 778 779 780[yolo] 781mask = 0,1,2 782anchors = 10,13, 16,30, 33,23, 30,61, 62,45, 59,119, 116,90, 156,198, 373,326 783classes=80 784num=9 785jitter=.3 786ignore_thresh = .7 787truth_thresh = 1 788random=1 789 790