11bd4fe43Sopenharmony_ci# yolov2 resnet18.cfg网络 21bd4fe43Sopenharmony_ci 31bd4fe43Sopenharmony_ci```shell 41bd4fe43Sopenharmony_ci[net] 51bd4fe43Sopenharmony_ci# Training 61bd4fe43Sopenharmony_ci# batch=128 71bd4fe43Sopenharmony_ci# subdivisions=1 81bd4fe43Sopenharmony_ci 91bd4fe43Sopenharmony_ci# Testing 101bd4fe43Sopenharmony_cibatch=48 111bd4fe43Sopenharmony_cisubdivisions=8 121bd4fe43Sopenharmony_ci 131bd4fe43Sopenharmony_ciheight=384 141bd4fe43Sopenharmony_ciwidth=640 151bd4fe43Sopenharmony_ci 161bd4fe43Sopenharmony_cichannels=3 171bd4fe43Sopenharmony_cimomentum=0.9 181bd4fe43Sopenharmony_cidecay=0.0005 191bd4fe43Sopenharmony_ciangle=0 201bd4fe43Sopenharmony_cisaturation = 1.5 211bd4fe43Sopenharmony_ciexposure = 1.5 221bd4fe43Sopenharmony_cihue=0.1 231bd4fe43Sopenharmony_ci 241bd4fe43Sopenharmony_cilearning_rate=0.01 251bd4fe43Sopenharmony_ciburn_in=10000 261bd4fe43Sopenharmony_cimax_batches = 300200 271bd4fe43Sopenharmony_cipolicy=steps 281bd4fe43Sopenharmony_cisteps=100000,200000,250000 291bd4fe43Sopenharmony_ciscales=.1,.1,.1 301bd4fe43Sopenharmony_ci 311bd4fe43Sopenharmony_ci 321bd4fe43Sopenharmony_ci#letter_box=1 331bd4fe43Sopenharmony_ci 341bd4fe43Sopenharmony_ci 351bd4fe43Sopenharmony_ci 361bd4fe43Sopenharmony_ci[convolutional] 371bd4fe43Sopenharmony_cibatch_normalize=1 381bd4fe43Sopenharmony_cifilters=64 391bd4fe43Sopenharmony_cisize=3 401bd4fe43Sopenharmony_cistride=2 411bd4fe43Sopenharmony_cipad=1 421bd4fe43Sopenharmony_ciactivation=leaky 431bd4fe43Sopenharmony_ci 441bd4fe43Sopenharmony_ci[maxpool] 451bd4fe43Sopenharmony_cisize=2 461bd4fe43Sopenharmony_cistride=2 471bd4fe43Sopenharmony_ci 481bd4fe43Sopenharmony_ci 491bd4fe43Sopenharmony_ci# Residual Block 501bd4fe43Sopenharmony_ci[convolutional] 511bd4fe43Sopenharmony_cibatch_normalize=1 521bd4fe43Sopenharmony_cifilters=64 531bd4fe43Sopenharmony_cisize=3 541bd4fe43Sopenharmony_cistride=1 551bd4fe43Sopenharmony_cipad=1 561bd4fe43Sopenharmony_ciactivation=leaky 571bd4fe43Sopenharmony_ci 581bd4fe43Sopenharmony_ci[convolutional] 591bd4fe43Sopenharmony_cibatch_normalize=1 601bd4fe43Sopenharmony_cifilters=64 611bd4fe43Sopenharmony_cisize=3 621bd4fe43Sopenharmony_cistride=1 631bd4fe43Sopenharmony_cipad=1 641bd4fe43Sopenharmony_ciactivation=linear 651bd4fe43Sopenharmony_ci 661bd4fe43Sopenharmony_ci[shortcut] 671bd4fe43Sopenharmony_ciactivation=leaky 681bd4fe43Sopenharmony_cifrom=-3 691bd4fe43Sopenharmony_ci 701bd4fe43Sopenharmony_ci# Residual Block 711bd4fe43Sopenharmony_ci[convolutional] 721bd4fe43Sopenharmony_cibatch_normalize=1 731bd4fe43Sopenharmony_cifilters=64 741bd4fe43Sopenharmony_cisize=3 751bd4fe43Sopenharmony_cistride=1 761bd4fe43Sopenharmony_cipad=1 771bd4fe43Sopenharmony_ciactivation=leaky 781bd4fe43Sopenharmony_ci 791bd4fe43Sopenharmony_ci[convolutional] 801bd4fe43Sopenharmony_cibatch_normalize=1 811bd4fe43Sopenharmony_cifilters=64 821bd4fe43Sopenharmony_cisize=3 831bd4fe43Sopenharmony_cistride=1 841bd4fe43Sopenharmony_cipad=1 851bd4fe43Sopenharmony_ciactivation=linear 861bd4fe43Sopenharmony_ci 871bd4fe43Sopenharmony_ci[shortcut] 881bd4fe43Sopenharmony_ciactivation=leaky 891bd4fe43Sopenharmony_cifrom=-3 901bd4fe43Sopenharmony_ci 911bd4fe43Sopenharmony_ci[maxpool] 921bd4fe43Sopenharmony_cisize=2 931bd4fe43Sopenharmony_cistride=2 941bd4fe43Sopenharmony_ci 951bd4fe43Sopenharmony_ci# Strided Residual Block 961bd4fe43Sopenharmony_ci[convolutional] 971bd4fe43Sopenharmony_cibatch_normalize=1 981bd4fe43Sopenharmony_cifilters=128 991bd4fe43Sopenharmony_cisize=1 1001bd4fe43Sopenharmony_cistride=1 1011bd4fe43Sopenharmony_cipad=1 1021bd4fe43Sopenharmony_ciactivation=leaky 1031bd4fe43Sopenharmony_ci 1041bd4fe43Sopenharmony_ci[convolutional] 1051bd4fe43Sopenharmony_cibatch_normalize=1 1061bd4fe43Sopenharmony_cifilters=128 1071bd4fe43Sopenharmony_cisize=3 1081bd4fe43Sopenharmony_cistride=1 1091bd4fe43Sopenharmony_cipad=1 1101bd4fe43Sopenharmony_ciactivation=linear 1111bd4fe43Sopenharmony_ci 1121bd4fe43Sopenharmony_ci[convolutional] 1131bd4fe43Sopenharmony_cibatch_normalize=1 1141bd4fe43Sopenharmony_cifilters=128 1151bd4fe43Sopenharmony_cisize=1 1161bd4fe43Sopenharmony_cistride=1 1171bd4fe43Sopenharmony_cipad=1 1181bd4fe43Sopenharmony_ciactivation=linear 1191bd4fe43Sopenharmony_ci 1201bd4fe43Sopenharmony_ci[shortcut] 1211bd4fe43Sopenharmony_ciactivation=leaky 1221bd4fe43Sopenharmony_cifrom=-3 1231bd4fe43Sopenharmony_ci 1241bd4fe43Sopenharmony_ci# Residual Block 1251bd4fe43Sopenharmony_ci[convolutional] 1261bd4fe43Sopenharmony_cibatch_normalize=1 1271bd4fe43Sopenharmony_cifilters=128 1281bd4fe43Sopenharmony_cisize=1 1291bd4fe43Sopenharmony_cistride=1 1301bd4fe43Sopenharmony_cipad=1 1311bd4fe43Sopenharmony_ciactivation=leaky 1321bd4fe43Sopenharmony_ci 1331bd4fe43Sopenharmony_ci[convolutional] 1341bd4fe43Sopenharmony_cibatch_normalize=1 1351bd4fe43Sopenharmony_cifilters=128 1361bd4fe43Sopenharmony_cisize=3 1371bd4fe43Sopenharmony_cistride=1 1381bd4fe43Sopenharmony_cipad=1 1391bd4fe43Sopenharmony_ciactivation=linear 1401bd4fe43Sopenharmony_ci 1411bd4fe43Sopenharmony_ci[convolutional] 1421bd4fe43Sopenharmony_cibatch_normalize=1 1431bd4fe43Sopenharmony_cifilters=128 1441bd4fe43Sopenharmony_cisize=1 1451bd4fe43Sopenharmony_cistride=1 1461bd4fe43Sopenharmony_cipad=1 1471bd4fe43Sopenharmony_ciactivation=linear 1481bd4fe43Sopenharmony_ci 1491bd4fe43Sopenharmony_ci[shortcut] 1501bd4fe43Sopenharmony_ciactivation=leaky 1511bd4fe43Sopenharmony_cifrom=-3 1521bd4fe43Sopenharmony_ci 1531bd4fe43Sopenharmony_ci 1541bd4fe43Sopenharmony_ci[maxpool] 1551bd4fe43Sopenharmony_cisize=2 1561bd4fe43Sopenharmony_cistride=2 1571bd4fe43Sopenharmony_ci 1581bd4fe43Sopenharmony_ci# Strided Residual Block 1591bd4fe43Sopenharmony_ci[convolutional] 1601bd4fe43Sopenharmony_cibatch_normalize=1 1611bd4fe43Sopenharmony_cifilters=256 1621bd4fe43Sopenharmony_cisize=1 1631bd4fe43Sopenharmony_cistride=1 1641bd4fe43Sopenharmony_cipad=1 1651bd4fe43Sopenharmony_ciactivation=leaky 1661bd4fe43Sopenharmony_ci 1671bd4fe43Sopenharmony_ci[convolutional] 1681bd4fe43Sopenharmony_cibatch_normalize=1 1691bd4fe43Sopenharmony_cifilters=256 1701bd4fe43Sopenharmony_cisize=3 1711bd4fe43Sopenharmony_cistride=1 1721bd4fe43Sopenharmony_cipad=1 1731bd4fe43Sopenharmony_ciactivation=linear 1741bd4fe43Sopenharmony_ci 1751bd4fe43Sopenharmony_ci[convolutional] 1761bd4fe43Sopenharmony_cibatch_normalize=1 1771bd4fe43Sopenharmony_cifilters=256 1781bd4fe43Sopenharmony_cisize=1 1791bd4fe43Sopenharmony_cistride=1 1801bd4fe43Sopenharmony_cipad=1 1811bd4fe43Sopenharmony_ciactivation=linear 1821bd4fe43Sopenharmony_ci 1831bd4fe43Sopenharmony_ci[shortcut] 1841bd4fe43Sopenharmony_ciactivation=leaky 1851bd4fe43Sopenharmony_cifrom=-3 1861bd4fe43Sopenharmony_ci 1871bd4fe43Sopenharmony_ci# Residual Block 1881bd4fe43Sopenharmony_ci[convolutional] 1891bd4fe43Sopenharmony_cibatch_normalize=1 1901bd4fe43Sopenharmony_cifilters=256 1911bd4fe43Sopenharmony_cisize=1 1921bd4fe43Sopenharmony_cistride=1 1931bd4fe43Sopenharmony_cipad=1 1941bd4fe43Sopenharmony_ciactivation=leaky 1951bd4fe43Sopenharmony_ci 1961bd4fe43Sopenharmony_ci[convolutional] 1971bd4fe43Sopenharmony_cibatch_normalize=1 1981bd4fe43Sopenharmony_cifilters=256 1991bd4fe43Sopenharmony_cisize=3 2001bd4fe43Sopenharmony_cistride=1 2011bd4fe43Sopenharmony_cipad=1 2021bd4fe43Sopenharmony_ciactivation=linear 2031bd4fe43Sopenharmony_ci 2041bd4fe43Sopenharmony_ci[convolutional] 2051bd4fe43Sopenharmony_cibatch_normalize=1 2061bd4fe43Sopenharmony_cifilters=256 2071bd4fe43Sopenharmony_cisize=1 2081bd4fe43Sopenharmony_cistride=1 2091bd4fe43Sopenharmony_cipad=1 2101bd4fe43Sopenharmony_ciactivation=linear 2111bd4fe43Sopenharmony_ci 2121bd4fe43Sopenharmony_ci[shortcut] 2131bd4fe43Sopenharmony_ciactivation=leaky 2141bd4fe43Sopenharmony_cifrom=-3 2151bd4fe43Sopenharmony_ci 2161bd4fe43Sopenharmony_ci[maxpool] 2171bd4fe43Sopenharmony_cisize=2 2181bd4fe43Sopenharmony_cistride=2 2191bd4fe43Sopenharmony_ci 2201bd4fe43Sopenharmony_ci# Strided Residual Block 2211bd4fe43Sopenharmony_ci[convolutional] 2221bd4fe43Sopenharmony_cibatch_normalize=1 2231bd4fe43Sopenharmony_cifilters=512 2241bd4fe43Sopenharmony_cisize=1 2251bd4fe43Sopenharmony_cistride=1 2261bd4fe43Sopenharmony_cipad=1 2271bd4fe43Sopenharmony_ciactivation=leaky 2281bd4fe43Sopenharmony_ci 2291bd4fe43Sopenharmony_ci[convolutional] 2301bd4fe43Sopenharmony_cibatch_normalize=1 2311bd4fe43Sopenharmony_cifilters=512 2321bd4fe43Sopenharmony_cisize=3 2331bd4fe43Sopenharmony_cistride=1 2341bd4fe43Sopenharmony_cipad=1 2351bd4fe43Sopenharmony_ciactivation=linear 2361bd4fe43Sopenharmony_ci 2371bd4fe43Sopenharmony_ci[convolutional] 2381bd4fe43Sopenharmony_cibatch_normalize=1 2391bd4fe43Sopenharmony_cifilters=512 2401bd4fe43Sopenharmony_cisize=1 2411bd4fe43Sopenharmony_cistride=1 2421bd4fe43Sopenharmony_cipad=1 2431bd4fe43Sopenharmony_ciactivation=linear 2441bd4fe43Sopenharmony_ci 2451bd4fe43Sopenharmony_ci[shortcut] 2461bd4fe43Sopenharmony_ciactivation=leaky 2471bd4fe43Sopenharmony_cifrom=-3 2481bd4fe43Sopenharmony_ci 2491bd4fe43Sopenharmony_ci# Residual Block 2501bd4fe43Sopenharmony_ci[convolutional] 2511bd4fe43Sopenharmony_cibatch_normalize=1 2521bd4fe43Sopenharmony_cifilters=512 2531bd4fe43Sopenharmony_cisize=1 2541bd4fe43Sopenharmony_cistride=1 2551bd4fe43Sopenharmony_cipad=1 2561bd4fe43Sopenharmony_ciactivation=leaky 2571bd4fe43Sopenharmony_ci 2581bd4fe43Sopenharmony_ci[convolutional] 2591bd4fe43Sopenharmony_cibatch_normalize=1 2601bd4fe43Sopenharmony_cifilters=512 2611bd4fe43Sopenharmony_cisize=3 2621bd4fe43Sopenharmony_cistride=1 2631bd4fe43Sopenharmony_cipad=1 2641bd4fe43Sopenharmony_ciactivation=linear 2651bd4fe43Sopenharmony_ci 2661bd4fe43Sopenharmony_ci[convolutional] 2671bd4fe43Sopenharmony_cibatch_normalize=1 2681bd4fe43Sopenharmony_cifilters=512 2691bd4fe43Sopenharmony_cisize=1 2701bd4fe43Sopenharmony_cistride=1 2711bd4fe43Sopenharmony_cipad=1 2721bd4fe43Sopenharmony_ciactivation=linear 2731bd4fe43Sopenharmony_ci 2741bd4fe43Sopenharmony_ci[shortcut] 2751bd4fe43Sopenharmony_ciactivation=leaky 2761bd4fe43Sopenharmony_cifrom=-3 2771bd4fe43Sopenharmony_ci 2781bd4fe43Sopenharmony_ci[convolutional] 2791bd4fe43Sopenharmony_cibatch_normalize=1 2801bd4fe43Sopenharmony_cifilters=30 2811bd4fe43Sopenharmony_cisize=1 2821bd4fe43Sopenharmony_cistride=1 2831bd4fe43Sopenharmony_cipad=0 2841bd4fe43Sopenharmony_ciactivation=linear 2851bd4fe43Sopenharmony_ci 2861bd4fe43Sopenharmony_ci[region] 2871bd4fe43Sopenharmony_cianchors = 0.52,0.61, 1.05,1.12, 1.85,2.05, 4.63,4.49, 7.15,7.56 2881bd4fe43Sopenharmony_cibias_match=1 2891bd4fe43Sopenharmony_ciclasses=1 2901bd4fe43Sopenharmony_cicoords=4 2911bd4fe43Sopenharmony_cinum=5 2921bd4fe43Sopenharmony_cimax_boxes=300 2931bd4fe43Sopenharmony_cisoftmax=0 2941bd4fe43Sopenharmony_cijitter=.3 2951bd4fe43Sopenharmony_cirescore=1 2961bd4fe43Sopenharmony_ci 2971bd4fe43Sopenharmony_ciobject_scale=5 2981bd4fe43Sopenharmony_cinoobject_scale=1 2991bd4fe43Sopenharmony_ciclass_scale=1 3001bd4fe43Sopenharmony_cicoord_scale=2 3011bd4fe43Sopenharmony_ci 3021bd4fe43Sopenharmony_ciabsolute=1 3031bd4fe43Sopenharmony_cithresh = .6 3041bd4fe43Sopenharmony_cirandom=0 3051bd4fe43Sopenharmony_ci``` 3061bd4fe43Sopenharmony_ci 307