文章目錄

• • • • pred_sbbox
      • pred_mbbox
      • pred_lbbox

pred_sbbox

=> ground truth of 4.jpg:object 492 417 590 538object 635 596 748 720object 667 349 780 487object 726 109 833 232 => predict result of 4.jpg: [[[[[3.89218020e+00 4.83782291e+00 1.40528212e+01 1.75801601e+011.58115625e-02 9.75807786e-01][3.00215220e+00 3.16902113e+00 2.34927921e+01 3.65036278e+011.24365855e-02 9.82459426e-01][3.30941772e+00 3.48410273e+00 3.52989540e+01 3.46639519e+012.09797435e-02 9.88478005e-01]][[1.19407730e+01 4.91241741e+00 1.50715656e+01 1.79711723e+019.33089107e-03 9.80867922e-01][1.24441404e+01 2.80262542e+00 2.66054802e+01 3.55378113e+018.76363274e-03 9.89716709e-01][1.23744287e+01 3.02720356e+00 3.71623459e+01 3.73907013e+011.70377139e-02 9.94373202e-01]][[2.02566338e+01 5.13316631e+00 1.42377605e+01 1.79007053e+016.87229307e-03 9.79754508e-01][2.11445160e+01 3.29489112e+00 2.95261955e+01 3.15803833e+016.21651858e-03 9.89063799e-01][2.12021332e+01 3.55654025e+00 3.40906982e+01 3.26904182e+011.40041206e-02 9.94400561e-01]]...[[5.24686829e+02 4.74504662e+00 1.53438301e+01 1.62420979e+017.52391154e-03 9.53899562e-01][5.25201904e+02 2.90945625e+00 2.31270561e+01 2.60946083e+017.08773546e-03 9.25822377e-01][5.24747192e+02 3.36520767e+00 3.07154388e+01 2.37362328e+011.30715659e-02 9.55266416e-01]][[5.32113464e+02 4.83002329e+00 1.39327765e+01 1.60532112e+019.21347458e-03 9.50880945e-01][5.30751892e+02 2.95663929e+00 2.14898796e+01 2.19643517e+017.76650151e-03 9.35018063e-01][5.30428589e+02 3.38099194e+00 2.83563366e+01 2.08139763e+011.29155237e-02 9.56460297e-01]][[5.40287109e+02 5.21894073e+00 1.29853363e+01 1.44638462e+011.24328854e-02 9.48234975e-01][5.38527222e+02 4.13573551e+00 1.79409084e+01 2.34458370e+011.09638683e-02 9.33865845e-01][5.38469482e+02 4.47731495e+00 2.62343616e+01 2.00893154e+011.78284626e-02 9.58238423e-01]]][[[3.65913224e+00 1.26413212e+01 1.35625658e+01 1.86432457e+011.07222470e-02 9.81075108e-01][1.89277601e+00 1.07663975e+01 2.37967720e+01 3.97031631e+019.08769108e-03 9.85555768e-01][2.34290361e+00 1.07127075e+01 4.03312798e+01 3.94928322e+011.64908431e-02 9.91341889e-01]][[1.21747379e+01 1.30066433e+01 1.47596912e+01 1.99617329e+016.69965707e-03 9.85489070e-01][1.21905727e+01 1.21604843e+01 2.96967621e+01 3.81007423e+016.49822736e-03 9.93606925e-01][1.23816433e+01 1.16640949e+01 4.24592133e+01 4.32094803e+011.38546936e-02 9.96548831e-01]][[2.08749046e+01 1.31918697e+01 1.40369034e+01 2.11868839e+017.23121641e-03 9.82027769e-01][2.13965454e+01 1.32274284e+01 3.45363770e+01 3.56603851e+018.22122861e-03 9.94185627e-01][2.16580009e+01 1.28707275e+01 4.13007698e+01 4.56769753e+011.89477429e-02 9.97056603e-01]]...[[5.24358398e+02 1.29570026e+01 2.21164513e+01 2.82145443e+013.17196804e-03 9.82741177e-01][5.23919006e+02 1.15747814e+01 3.33809090e+01 3.32066803e+016.97998796e-03 9.96491373e-01][5.23904297e+02 1.22792692e+01 3.57193947e+01 2.80884609e+019.86725930e-03 9.97012496e-01]][[5.32215576e+02 1.30909519e+01 1.64894390e+01 2.46697826e+016.99753035e-03 9.71351922e-01][5.29819580e+02 1.23232307e+01 2.63270168e+01 2.62014141e+018.57184641e-03 9.89836276e-01][5.29984253e+02 1.27974567e+01 3.17146626e+01 2.43347359e+011.40737137e-02 9.91169691e-01]][[5.40229065e+02 1.31923666e+01 1.69856529e+01 2.25212116e+017.72795081e-03 9.69473600e-01][5.38453369e+02 1.19178467e+01 2.26688938e+01 2.81251926e+019.62725282e-03 9.85529900e-01][5.38341187e+02 1.21711559e+01 3.46696396e+01 2.95543652e+011.58540793e-02 9.89261746e-01]]][[[3.76321363e+00 2.06506290e+01 1.31824760e+01 2.00841370e+017.74458004e-03 9.78184164e-01][1.69201016e+00 1.89171448e+01 2.39071102e+01 4.11396332e+016.07980089e-03 9.74557817e-01][2.39504766e+00 1.87365551e+01 3.97984200e+01 3.75439644e+011.10348035e-02 9.83260691e-01]][[1.24418554e+01 2.08898525e+01 1.38878450e+01 2.22440338e+018.16320255e-03 9.80533004e-01][1.26859875e+01 2.04006844e+01 2.85009384e+01 3.80991287e+017.53006991e-03 9.87343788e-01][1.31949253e+01 1.99381180e+01 3.81303558e+01 3.92254677e+011.45173939e-02 9.92285609e-01]][[2.09828529e+01 2.07288513e+01 1.36646166e+01 2.30964832e+017.54015101e-03 9.70760226e-01][2.11413803e+01 1.98698578e+01 3.39882584e+01 3.45202827e+019.11590643e-03 9.88256752e-01][2.16224308e+01 1.93010788e+01 3.92927589e+01 3.97179985e+011.66054219e-02 9.92247820e-01]]...[[5.23948669e+02 2.11247120e+01 2.79229088e+01 4.75669060e+012.11042282e-03 9.95002329e-01][5.23448853e+02 2.18069077e+01 3.57635193e+01 3.19367161e+019.71324556e-03 9.99779880e-01][5.23847839e+02 2.23334484e+01 2.52639885e+01 2.46015015e+011.15571907e-02 9.99713957e-01]][[5.32535767e+02 2.05606594e+01 2.05316353e+01 3.12521400e+016.59430539e-03 9.81583059e-01][5.30615356e+02 2.06211586e+01 2.53769989e+01 3.04022999e+011.64720062e-02 9.98378396e-01][5.30852478e+02 2.08548050e+01 2.14729729e+01 1.88902321e+012.30697505e-02 9.98168945e-01]][[5.40854492e+02 2.03303566e+01 1.74598007e+01 2.78534718e+011.22780809e-02 9.61462677e-01][5.40150208e+02 1.90656681e+01 2.02333717e+01 2.99184971e+012.24086810e-02 9.92794096e-01][5.40221008e+02 1.89822731e+01 2.56794529e+01 2.27313385e+012.89608687e-02 9.92245495e-01]]]...[[[3.54231071e+00 5.25000488e+02 1.32447109e+01 1.83459988e+019.71713103e-03 9.53223169e-01][1.75910294e+00 5.24428406e+02 2.38504581e+01 4.15219917e+011.33030787e-02 9.47263896e-01][2.10137129e+00 5.24180664e+02 3.96536713e+01 3.66917686e+011.90472547e-02 9.55282271e-01]][[1.25948486e+01 5.25340637e+02 1.48407516e+01 1.93455849e+016.54435297e-03 9.67666388e-01][1.36451473e+01 5.25113770e+02 2.98895874e+01 3.76620750e+011.26145333e-02 9.79439020e-01][1.38973808e+01 5.24560669e+02 4.31001472e+01 3.50791016e+012.25342419e-02 9.87982512e-01]][[2.08685036e+01 5.24947998e+02 1.85707531e+01 2.07781582e+013.23178410e-03 9.77090120e-01][2.18748360e+01 5.24253235e+02 3.86813011e+01 3.05570488e+011.24541270e-02 9.94063199e-01][2.22747650e+01 5.23121765e+02 4.53668060e+01 3.54083061e+012.31501274e-02 9.96796191e-01]]...[[5.24166138e+02 5.24042542e+02 2.78868217e+01 3.36221390e+014.21055499e-03 9.93829310e-01][5.22513611e+02 5.24184875e+02 2.67918453e+01 3.02455406e+011.66405533e-02 9.98977304e-01][5.22280151e+02 5.24118225e+02 1.95761204e+01 2.62976456e+012.20411606e-02 9.98948038e-01]][[5.32618530e+02 5.24355408e+02 2.15848522e+01 3.49724579e+017.09060486e-03 9.88968730e-01][5.29418518e+02 5.24470398e+02 1.99382458e+01 3.42433853e+011.48554975e-02 9.96945918e-01][5.29417175e+02 5.24860718e+02 1.38740177e+01 2.24215050e+011.61854159e-02 9.97649252e-01]][[5.40698608e+02 5.23967834e+02 1.65833244e+01 2.98038940e+011.02930702e-02 9.74296033e-01][5.38064209e+02 5.23518982e+02 2.09716702e+01 3.14939728e+011.58172417e-02 9.89202797e-01][5.37769348e+02 5.23667542e+02 1.86719151e+01 2.41777840e+011.73137840e-02 9.91030335e-01]]][[[3.64766574e+00 5.32594116e+02 1.37537231e+01 1.92852364e+018.24101456e-03 9.53228891e-01][1.69133484e+00 5.31113525e+02 2.40893784e+01 4.19231453e+018.69959500e-03 9.50017810e-01][2.18781471e+00 5.30636414e+02 3.49508591e+01 3.59452248e+011.31036108e-02 9.58723783e-01]][[1.23341446e+01 5.32797546e+02 1.48549347e+01 1.96995525e+016.40557846e-03 9.55097914e-01][1.28007812e+01 5.31306824e+02 2.58607407e+01 3.62181778e+018.93571228e-03 9.74796236e-01][1.32744999e+01 5.30493896e+02 3.55683174e+01 3.19293385e+011.69999488e-02 9.84704614e-01]][[2.06698952e+01 5.32592102e+02 1.83998337e+01 1.91027699e+014.02180012e-03 9.60747898e-01][2.15423012e+01 5.30867554e+02 3.05675945e+01 2.97589169e+018.29436723e-03 9.84566987e-01][2.20769920e+01 5.29795227e+02 3.31632423e+01 2.75605106e+011.50161730e-02 9.89868283e-01]]...[[5.24041199e+02 5.31734314e+02 2.79412308e+01 3.63359451e+013.48644145e-03 9.88342583e-01][5.23905640e+02 5.32057800e+02 2.49693871e+01 3.36269569e+011.39419828e-02 9.98730242e-01][5.23853394e+02 5.31809570e+02 1.53915997e+01 2.46364918e+011.66792981e-02 9.98515904e-01]][[5.32381042e+02 5.31607727e+02 1.98371716e+01 3.24984627e+017.12310802e-03 9.81558502e-01][5.30242432e+02 5.32108704e+02 2.15315304e+01 4.28716621e+012.16411483e-02 9.98233795e-01][5.30246582e+02 5.32054321e+02 1.69265327e+01 2.90784359e+012.87596304e-02 9.98539090e-01]][[5.40637329e+02 5.31363831e+02 1.64094944e+01 2.59593163e+017.93838501e-03 9.61580396e-01][5.39068481e+02 5.30222839e+02 2.12887497e+01 3.86301689e+011.35578113e-02 9.87639725e-01][5.38570068e+02 5.30079468e+02 2.33875408e+01 2.82689400e+011.58267897e-02 9.89777148e-01]]][[[4.01845598e+00 5.40961365e+02 1.40193577e+01 1.67996216e+011.24557875e-02 9.45833445e-01][2.34132671e+00 5.40336243e+02 2.26386471e+01 3.78422852e+019.30827577e-03 9.21012819e-01][2.77694345e+00 5.40056274e+02 3.07132015e+01 3.29349213e+011.28361657e-02 9.32144403e-01]][[1.24348803e+01 5.41162292e+02 1.47042942e+01 1.65949841e+011.00482646e-02 9.41547692e-01][1.20744915e+01 5.40928772e+02 2.46698856e+01 3.95327606e+018.32643826e-03 9.50966239e-01][1.24870319e+01 5.40549866e+02 3.32029991e+01 3.37626801e+011.37289930e-02 9.61610556e-01]][[2.06969109e+01 5.41052368e+02 1.75431290e+01 1.64102898e+018.27643834e-03 9.39081252e-01][2.15124893e+01 5.40760925e+02 2.71271210e+01 3.63116798e+017.24118110e-03 9.53418612e-01][2.19693642e+01 5.40124084e+02 3.60960236e+01 3.16556911e+011.22385779e-02 9.56074476e-01]]...[[5.23940857e+02 5.39479065e+02 1.92785950e+01 2.40802822e+018.82959366e-03 9.60108161e-01][5.24640198e+02 5.40014648e+02 2.27326317e+01 4.09979858e+011.86959617e-02 9.87330675e-01][5.24287659e+02 5.39461304e+02 2.23406277e+01 2.89288464e+012.37064380e-02 9.87472653e-01]][[5.31748657e+02 5.39209961e+02 1.65952969e+01 2.32701283e+018.01235717e-03 9.59968746e-01][5.30564575e+02 5.39088928e+02 2.13481102e+01 4.47227592e+011.52061908e-02 9.87190068e-01][5.30538330e+02 5.38664185e+02 2.33793869e+01 3.24755211e+012.16613039e-02 9.89104927e-01]][[5.40461060e+02 5.39981506e+02 1.73274632e+01 2.05891399e+017.85401277e-03 9.50703263e-01][5.40298584e+02 5.39144287e+02 2.18376331e+01 3.89980621e+019.11121350e-03 9.65233624e-01][5.40347168e+02 5.38997742e+02 2.80217209e+01 3.00036373e+011.17557859e-02 9.68550503e-01]]]]]

pred_mbbox

=> ground truth of 4.jpg:object 492 417 590 538object 635 596 748 720object 667 349 780 487object 726 109 833 232 => predict result of 4.jpg: [[[[[1.27884293e+01 1.40697861e+01 2.94353275e+01 3.77999535e+018.82119313e-03 9.65493262e-01][1.18556738e+01 1.31375933e+01 4.97182732e+01 4.67750473e+011.06380926e-02 9.57762599e-01][1.07678089e+01 1.19133406e+01 8.05613251e+01 1.09000916e+027.57461321e-03 9.11863983e-01]][[2.45151882e+01 1.27309895e+01 5.54738121e+01 6.17956619e+011.00763831e-02 9.41259682e-01][2.50043087e+01 1.18842297e+01 7.21694412e+01 6.04002075e+011.07476469e-02 9.28059697e-01][2.56834450e+01 9.89355469e+00 8.74443970e+01 1.05688515e+021.16926627e-02 8.92422736e-01]][[4.01868134e+01 9.34690380e+00 5.12725105e+01 4.77322731e+012.28509828e-02 9.83300567e-01][4.04383850e+01 8.22990608e+00 5.86224594e+01 5.26980324e+012.30543390e-02 9.80744183e-01][4.15539780e+01 6.19715834e+00 6.77018738e+01 8.22999725e+011.37450341e-02 9.50308621e-01]]...[[5.00074402e+02 1.43052840e+00 3.37061234e+01 4.24957886e+018.93561076e-03 9.41207707e-01][4.99768494e+02 1.29247594e+00 6.47821121e+01 3.10072155e+011.02356188e-02 9.40409958e-01][5.01476440e+02 1.24913585e+00 8.25760803e+01 1.16193245e+027.84503669e-03 8.55846286e-01]][[5.26967224e+02 7.03350496e+00 3.27666779e+01 5.08409538e+019.81283747e-03 6.24037147e-01][5.27321411e+02 6.16979074e+00 8.29447403e+01 4.45192451e+019.26137343e-03 7.05682695e-01][5.27317627e+02 7.16426849e+00 7.70029831e+01 1.33265488e+027.06850225e-03 4.21974361e-01]][[5.29042053e+02 1.50627222e+01 1.93959103e+01 4.08488350e+011.71398558e-02 8.33076835e-01][5.30036743e+02 1.46573124e+01 4.57192154e+01 3.37409706e+011.31090144e-02 8.21192324e-01][5.30118469e+02 1.47263975e+01 8.32346725e+01 1.04672112e+026.04470260e-03 4.42692459e-01]]][[[1.27108440e+01 2.82352295e+01 3.12968273e+01 4.35020294e+011.20290024e-02 9.54382062e-01][1.19309940e+01 2.69551201e+01 4.47395897e+01 4.25574112e+011.58731956e-02 9.52338278e-01][1.05735168e+01 2.65511627e+01 6.88280029e+01 9.17088165e+019.60276090e-03 9.11783695e-01]][[2.15889816e+01 2.99575768e+01 4.79685974e+01 6.26911659e+019.20712948e-03 8.65414917e-01][2.19286308e+01 2.94925575e+01 5.51259575e+01 5.97507782e+011.11065051e-02 8.73617709e-01][2.24084435e+01 2.95326843e+01 7.64973907e+01 1.00579002e+021.24331890e-02 8.41050565e-01]][[3.90038338e+01 2.75749283e+01 4.72131081e+01 3.80352211e+017.67974276e-03 9.80009615e-01][3.94956665e+01 2.73023987e+01 5.00218658e+01 5.01312523e+019.52910818e-03 9.81430590e-01][4.01707687e+01 2.73359833e+01 6.30941467e+01 6.04054565e+018.17639474e-03 9.66963351e-01]]...[[5.07749115e+02 1.87723122e+01 5.67566910e+01 7.74564133e+015.05116722e-03 9.22628760e-01][5.06958832e+02 1.91153049e+01 1.10556602e+02 4.93364716e+017.84205366e-03 9.55424368e-01][5.06100006e+02 1.91307392e+01 7.94879074e+01 1.09806442e+026.31392840e-03 9.14468706e-01]][[5.27017090e+02 2.01893997e+01 5.89705811e+01 8.85046005e+017.75322178e-03 8.27560067e-01][5.27338684e+02 2.04628563e+01 9.24254227e+01 6.70919800e+018.52571707e-03 8.82611394e-01][5.27334900e+02 2.05768433e+01 6.46571350e+01 1.15036316e+025.44951530e-03 7.55479574e-01]][[5.29250122e+02 1.88237476e+01 3.67968903e+01 8.01761856e+011.56192388e-02 9.05310333e-01][5.30381897e+02 1.87671757e+01 7.46456985e+01 4.94374771e+011.58207379e-02 9.06182051e-01][5.30650696e+02 1.95576382e+01 7.46485672e+01 1.43066696e+023.92876798e-03 5.90054750e-01]]][[[1.11883602e+01 3.98862457e+01 3.50191154e+01 5.43080864e+019.47366934e-03 8.34559560e-01][1.01493902e+01 3.78781776e+01 4.23231850e+01 4.19603920e+011.34082064e-02 7.60356307e-01][9.25970268e+00 3.80020599e+01 7.66375046e+01 1.00712296e+027.46221840e-03 7.07233369e-01]][[2.14403954e+01 4.37685547e+01 5.05511513e+01 5.64855690e+018.35545454e-03 9.01351213e-01][2.13395786e+01 4.25218430e+01 5.15149879e+01 5.41582794e+011.01165110e-02 9.12763417e-01][2.17211285e+01 4.30206909e+01 7.28211746e+01 8.39842987e+019.88112018e-03 8.84712815e-01]][[3.88422966e+01 4.39482346e+01 4.14271240e+01 3.78166542e+019.70928837e-03 9.65576828e-01][4.01096230e+01 4.27822304e+01 4.71845474e+01 4.93856277e+011.13117592e-02 9.73093927e-01][4.03610382e+01 4.29005699e+01 6.43562851e+01 6.86721954e+018.27052630e-03 9.42217231e-01]]...[[5.08594696e+02 4.24538116e+01 6.88960342e+01 7.38816071e+017.05223903e-03 9.39763784e-01][5.07278595e+02 4.14521065e+01 1.04354530e+02 7.72592392e+017.34072039e-03 9.62367237e-01][5.06865753e+02 3.97557373e+01 1.05368805e+02 1.57487961e+028.37686006e-03 9.16270733e-01]][[5.24151978e+02 3.97158813e+01 5.59597397e+01 7.01563568e+017.84510281e-03 9.41354752e-01][5.24310242e+02 3.86120720e+01 5.78821526e+01 4.66390228e+017.88627472e-03 9.49091434e-01][5.25458618e+02 4.12155991e+01 6.93233337e+01 1.06801666e+023.53445997e-03 8.24920237e-01]][[5.29752869e+02 3.77009354e+01 3.62444572e+01 5.86462822e+011.42189097e-02 9.75748122e-01][5.30690613e+02 3.75125351e+01 6.40285950e+01 4.05951042e+011.28455097e-02 9.80866551e-01][5.31177795e+02 3.99634819e+01 7.25103607e+01 1.15738930e+024.57266159e-03 9.09588814e-01]]]...[[[1.26870317e+01 5.10505890e+02 4.48465958e+01 6.81181412e+011.21919671e-02 9.57266986e-01][1.08504086e+01 5.09492096e+02 4.19117050e+01 4.75718613e+011.16039673e-02 9.26029563e-01][1.05085583e+01 5.09489410e+02 8.37045517e+01 7.94626312e+017.59488204e-03 9.05726314e-01]][[2.12214851e+01 5.10232574e+02 5.68149185e+01 5.93971519e+011.39345443e-02 9.65718865e-01][2.06174889e+01 5.09672821e+02 5.72534637e+01 6.28616829e+011.58430934e-02 9.76550996e-01][2.11554642e+01 5.09984070e+02 8.27353287e+01 7.29302750e+011.20072048e-02 9.55810189e-01]][[3.80270691e+01 5.07979614e+02 4.20591736e+01 4.19474220e+012.10961290e-02 9.75405157e-01][3.93446693e+01 5.06939575e+02 5.18525467e+01 5.03372154e+012.15612315e-02 9.77244377e-01][3.96155930e+01 5.07249756e+02 5.56101532e+01 5.50807266e+011.70777198e-02 9.57081199e-01]]...[[5.08996857e+02 5.06700439e+02 2.15125237e+01 5.11351547e+019.95085854e-03 9.61656094e-01][5.09624695e+02 5.05128174e+02 3.91859474e+01 3.59128838e+011.00309951e-02 9.70916092e-01][5.08001831e+02 5.04611176e+02 5.71427155e+01 8.90831528e+014.61530359e-03 9.22225773e-01]][[5.24109436e+02 5.08022705e+02 1.80785236e+01 4.91878967e+011.86239239e-02 9.93619621e-01][5.24931030e+02 5.06638123e+02 2.77089310e+01 3.46205368e+011.46549912e-02 9.94805634e-01][5.23321411e+02 5.06767334e+02 4.69030838e+01 6.97193604e+012.28464906e-03 9.77469027e-01]][[5.30476746e+02 5.07949127e+02 2.10499325e+01 4.39748650e+011.26039842e-02 9.92543101e-01][5.30546326e+02 5.06975433e+02 2.54318790e+01 3.71543465e+018.96704104e-03 9.92507279e-01][5.31156311e+02 5.07450378e+02 5.69361687e+01 7.85829315e+011.89868768e-03 9.64976132e-01]]][[[1.25077219e+01 5.19102417e+02 5.57335930e+01 5.34299507e+012.65368968e-02 9.82106447e-01][1.11790342e+01 5.17534668e+02 4.54092636e+01 3.61396027e+013.05377133e-02 9.59673524e-01][1.22650585e+01 5.18489624e+02 8.43018570e+01 7.51224136e+011.55813275e-02 9.22126234e-01]][[1.76122456e+01 5.21960266e+02 6.49754410e+01 5.30603371e+012.31957845e-02 9.82452512e-01][1.71961441e+01 5.21437195e+02 6.13130798e+01 5.82964554e+012.63382215e-02 9.87090647e-01][1.73450222e+01 5.22259888e+02 8.72981491e+01 7.83268585e+012.63880659e-02 9.74923909e-01]][[3.85673256e+01 5.21482361e+02 5.05734406e+01 4.54721107e+011.12436544e-02 9.72811937e-01][3.93431969e+01 5.20196472e+02 5.92090683e+01 5.59813728e+019.79238003e-03 9.73047137e-01][4.09151154e+01 5.20987061e+02 5.14344902e+01 5.57801704e+011.02248276e-02 9.44619775e-01]]...[[5.08529785e+02 5.20011719e+02 2.86882858e+01 4.54765625e+019.68782324e-03 9.37783420e-01][5.08889191e+02 5.18391479e+02 4.63844872e+01 3.58584023e+019.54399817e-03 9.31918025e-01][5.08501495e+02 5.21009888e+02 7.00189667e+01 9.41383133e+014.16118279e-03 8.34994137e-01]][[5.25025146e+02 5.22254883e+02 2.16769371e+01 4.50892105e+012.17139591e-02 9.83221292e-01][5.25296570e+02 5.20572144e+02 2.97234764e+01 3.33459511e+011.35920309e-02 9.79350805e-01][5.25377563e+02 5.24009766e+02 4.76431389e+01 8.21603088e+013.15170293e-03 9.08124864e-01]][[5.29088196e+02 5.23874817e+02 1.84539261e+01 3.93185463e+011.42843034e-02 9.91831601e-01][5.29085266e+02 5.22440125e+02 2.34175663e+01 3.45162544e+011.02417022e-02 9.91055727e-01][5.29726929e+02 5.24825867e+02 5.52232971e+01 9.92951889e+012.26540188e-03 9.39680219e-01]]][[[1.23882589e+01 5.29249817e+02 4.31918945e+01 5.10004387e+011.82129759e-02 9.63468373e-01][1.16682920e+01 5.29013428e+02 6.34227104e+01 4.18172760e+011.71050280e-02 9.38824177e-01][1.08926258e+01 5.29419678e+02 7.62006760e+01 8.24523239e+011.31543651e-02 8.98826957e-01]][[1.92863617e+01 5.30558411e+02 5.88421822e+01 5.54040146e+012.15412322e-02 9.64924872e-01][1.89141846e+01 5.30470703e+02 8.54670486e+01 5.34692039e+012.25463752e-02 9.73343909e-01][1.88750706e+01 5.31470398e+02 9.03980408e+01 9.22242203e+012.35685669e-02 9.43466067e-01]][[3.81396828e+01 5.34015320e+02 3.61713562e+01 4.29868813e+019.88119468e-03 9.42018747e-01][3.99110870e+01 5.32532349e+02 5.76054993e+01 4.81304016e+011.02398125e-02 9.45258617e-01][3.94778099e+01 5.33771851e+02 5.87367554e+01 7.32670135e+011.00508975e-02 8.78282130e-01]]...[[5.05782440e+02 5.29186462e+02 3.54320145e+01 4.11838799e+011.28041273e-02 9.13807273e-01][5.06204163e+02 5.28990540e+02 5.45630188e+01 3.92219620e+011.21173384e-02 8.78228426e-01][5.06064545e+02 5.29487488e+02 8.20896454e+01 1.06551765e+026.82309875e-03 8.25145483e-01]][[5.24694092e+02 5.28368225e+02 2.99626389e+01 4.54270096e+011.43459076e-02 9.61314917e-01][5.24768372e+02 5.28315125e+02 4.51893921e+01 3.50204811e+011.44103747e-02 9.34866965e-01][5.25082764e+02 5.28529968e+02 6.37259750e+01 1.04075836e+024.28936305e-03 8.53986084e-01]][[5.29891663e+02 5.28645935e+02 2.41527805e+01 4.57219009e+012.30955482e-02 9.82029617e-01][5.30151794e+02 5.28612183e+02 4.24231415e+01 4.00459671e+012.03306898e-02 9.77524638e-01][5.31047180e+02 5.29006409e+02 8.17988205e+01 1.32640579e+025.45146409e-03 8.91991735e-01]]]]]

pred_lbbox

=> ground truth of 4.jpg:object 492 417 590 538object 635 596 748 720object 667 349 780 487object 726 109 833 232 => predict result of 4.jpg: [[[[[2.36096916e+01 1.62143154e+01 6.39773064e+01 7.00655670e+011.56534854e-02 7.79969513e-01][1.93784389e+01 1.60805340e+01 1.54478180e+02 2.25567261e+021.19121708e-02 6.10693097e-01][1.43481665e+01 1.43799582e+01 4.82830933e+02 2.23863754e+021.64976495e-03 4.19128329e-01]][[5.24661942e+01 2.26256580e+01 1.31680206e+02 8.77088165e+019.38403606e-03 5.71752012e-01][5.58641052e+01 2.14542007e+01 1.45140244e+02 1.61767410e+028.50748178e-03 5.86629510e-01][4.74326935e+01 1.38763771e+01 6.06999268e+02 1.98570602e+021.74224889e-03 4.76753414e-01]][[8.46433105e+01 2.35259113e+01 8.35585251e+01 7.19859009e+019.16576758e-03 5.84605873e-01][8.56170273e+01 2.21338539e+01 1.18122551e+02 1.63712906e+027.92408641e-03 5.76754868e-01][7.73912277e+01 1.22338076e+01 6.31581482e+02 2.26563141e+021.57728326e-03 5.27107120e-01]]...[[4.66602631e+02 2.16893387e+01 7.55306473e+01 1.30561798e+026.67312089e-03 1.20736890e-01][4.76747437e+02 2.56746044e+01 1.30665634e+02 9.68357773e+012.63048639e-03 4.40735281e-01][4.66973907e+02 1.57852325e+01 1.31116296e+03 2.03616837e+021.14457936e-04 4.46488351e-01]][[4.96260376e+02 1.95766735e+01 1.29575180e+02 1.19100456e+025.14585897e-03 9.03970376e-02][5.07626770e+02 2.67175751e+01 1.36631470e+02 1.34120422e+025.47619630e-03 2.33311087e-01][4.99123016e+02 1.66858997e+01 1.03339014e+03 2.58607819e+027.61340722e-04 3.86067182e-01]][[5.30225525e+02 2.03826809e+01 1.16694153e+02 1.21178986e+024.02739644e-03 7.57845342e-02][5.36565186e+02 2.28434410e+01 1.12084023e+02 1.88727402e+025.51735517e-03 2.05856562e-01][5.32735535e+02 1.87935143e+01 4.09998718e+02 2.71505829e+022.02479749e-03 3.96014541e-01]]][[[2.66012306e+01 5.11104813e+01 6.25301971e+01 8.87240753e+011.22501114e-02 6.59255981e-01][2.15034008e+01 4.92522736e+01 1.09821510e+02 1.82496277e+021.12920934e-02 5.32289743e-01][1.64681816e+01 4.57238846e+01 6.91992554e+02 1.92485214e+021.25620863e-03 3.85745972e-01]][[5.24172821e+01 5.49723587e+01 1.25673279e+02 8.93877869e+019.94505268e-03 5.76689959e-01][5.54483566e+01 5.29724350e+01 1.05410316e+02 1.33194626e+026.95626764e-03 5.53968668e-01][4.77493286e+01 4.57456741e+01 6.57536377e+02 1.64190796e+027.88879057e-04 4.96251047e-01]][[8.56588593e+01 5.00813065e+01 8.51155319e+01 8.44422989e+014.36316291e-03 4.99883145e-01][8.53903885e+01 5.15293655e+01 9.33883514e+01 1.87870956e+023.72757227e-03 4.68422741e-01][7.63983994e+01 4.36824989e+01 6.18310303e+02 1.34911392e+023.15322046e-04 5.15751541e-01]]...[[4.59618317e+02 5.14966507e+01 7.78231354e+01 2.18259842e+026.53656432e-03 7.25395745e-03][4.76314697e+02 5.64886246e+01 9.02017746e+01 1.44530991e+023.87538737e-03 1.64044634e-01][4.60214874e+02 4.97028351e+01 1.07754089e+03 1.03711952e+028.54577447e-05 4.55078423e-01]][[4.99857910e+02 5.18701172e+01 1.24739944e+02 1.93342270e+025.10329334e-03 5.89114241e-02][5.07830872e+02 5.80903587e+01 1.30389313e+02 1.53135513e+023.79936909e-03 2.01155260e-01][4.93847046e+02 5.04046097e+01 9.86714050e+02 1.66839081e+022.55931751e-04 4.83173877e-01]][[5.26686462e+02 4.96867104e+01 9.87039108e+01 9.52208557e+015.06904442e-03 1.53049618e-01][5.34006897e+02 5.37637367e+01 1.75472290e+02 1.97376038e+026.39973255e-03 2.01232299e-01][5.28199646e+02 5.04543076e+01 5.63421997e+02 1.88724503e+028.53575475e-04 3.85144025e-01]]][[[2.62282047e+01 7.79706802e+01 6.19805527e+01 6.92338638e+011.15598878e-02 9.08974051e-01][2.07276688e+01 7.85062790e+01 1.04830521e+02 1.54909821e+028.42292793e-03 6.96472466e-01][1.72011662e+01 7.74710922e+01 5.44374878e+02 1.91160858e+021.79892988e-03 4.01879400e-01]][[4.87964249e+01 8.62360992e+01 1.02787949e+02 8.50801239e+011.01514440e-02 8.45499575e-01][5.32087364e+01 8.21020660e+01 1.30503860e+02 1.23973572e+021.08349025e-02 7.43278205e-01][4.85762177e+01 7.98698959e+01 4.95632690e+02 2.28692200e+022.29770527e-03 4.77957159e-01]][[8.39462738e+01 8.40832520e+01 1.06020966e+02 7.34390488e+015.57195116e-03 6.99507117e-01][8.51181717e+01 7.98518677e+01 1.60429642e+02 1.92396545e+026.19616965e-03 5.30756652e-01][7.78707123e+01 7.88903809e+01 4.59581268e+02 1.85614059e+021.17764634e-03 5.05796194e-01]]...[[4.59008759e+02 8.70437317e+01 9.56476288e+01 9.99571533e+013.55475978e-03 7.67736733e-02][4.73272766e+02 8.73208313e+01 1.69337997e+02 1.66410538e+023.53535893e-03 2.28616476e-01][4.62718170e+02 8.18230362e+01 7.69275757e+02 7.19623871e+012.20176837e-04 5.52004397e-01]][[4.95504730e+02 8.41991272e+01 9.61193237e+01 9.98304062e+015.46801416e-03 2.60316879e-01][5.01207825e+02 8.72478485e+01 1.48367981e+02 1.50510666e+024.32759058e-03 2.98713863e-01][4.96608643e+02 8.07047729e+01 6.86668762e+02 1.22233452e+021.01189606e-03 4.72560406e-01]][[5.22260681e+02 7.47694168e+01 8.58586807e+01 8.73094559e+018.26855935e-03 3.64217818e-01][5.27357117e+02 7.86702118e+01 1.36473724e+02 1.60207016e+021.10843116e-02 2.82952607e-01][5.29064392e+02 8.03069763e+01 5.26775452e+02 2.16394745e+024.97357873e-03 4.27172333e-01]]]...[[[2.56407757e+01 4.62978333e+02 6.19298668e+01 6.59472427e+012.46292520e-02 9.95989978e-01][2.19420376e+01 4.66033905e+02 9.48366470e+01 1.54474655e+029.66254342e-03 9.44829166e-01][1.58812437e+01 4.61848938e+02 6.87762634e+02 2.60263062e+029.18775913e-04 4.03623909e-01]][[4.51385345e+01 4.64831085e+02 7.90546112e+01 6.46355057e+012.08753590e-02 9.97388780e-01][4.92241516e+01 4.67876801e+02 8.88977509e+01 1.21332443e+026.81266235e-03 9.38982248e-01][4.76030579e+01 4.62035400e+02 6.68460022e+02 3.21177185e+021.25040708e-03 4.76043284e-01]][[7.85432358e+01 4.65910950e+02 6.77019882e+01 5.92583008e+013.46497782e-02 9.99471009e-01][7.87895126e+01 4.67341248e+02 1.00852982e+02 1.26884056e+026.95000915e-03 9.67962086e-01][7.92900696e+01 4.62579285e+02 4.82069855e+02 3.55294006e+021.98031054e-03 4.93291020e-01]]...[[4.58130737e+02 4.65865631e+02 7.63877029e+01 6.73032913e+013.28533091e-02 9.88756835e-01][4.62338287e+02 4.67787537e+02 1.54686783e+02 1.57188324e+021.73982717e-02 9.23839450e-01][4.63662262e+02 4.63601318e+02 5.54118591e+02 3.18043854e+023.92107666e-03 4.45340097e-01]][[5.04548035e+02 4.63924591e+02 8.34864197e+01 6.96269226e+011.68624688e-02 9.79070187e-01][4.99017578e+02 4.68825775e+02 1.85713760e+02 1.37495926e+021.05668390e-02 8.21345031e-01][4.95412903e+02 4.61930939e+02 5.16601746e+02 2.72308655e+024.23954148e-03 4.85484958e-01]][[5.23632324e+02 4.68238464e+02 6.08272133e+01 7.03903351e+011.69588029e-02 9.87057507e-01][5.25691956e+02 4.67072296e+02 1.15862015e+02 1.82854752e+021.02225598e-02 8.41568649e-01][5.29174377e+02 4.61683014e+02 4.22566040e+02 2.80776855e+022.89860065e-03 4.31090862e-01]]][[[2.87101135e+01 5.07635651e+02 5.10089417e+01 8.17835922e+011.33983502e-02 9.42296803e-01][2.45011005e+01 5.03648499e+02 1.01561256e+02 1.75334732e+027.58489268e-03 8.32200348e-01][1.91737118e+01 4.94933167e+02 5.46043701e+02 2.26820969e+025.81576780e-04 3.74626189e-01]][[4.38162651e+01 5.03009033e+02 9.74579163e+01 1.00896034e+022.07010992e-02 9.39679980e-01][5.10898972e+01 5.01523865e+02 1.09382294e+02 1.16082672e+021.28035368e-02 8.44805598e-01][5.13837814e+01 4.96150208e+02 5.42223694e+02 2.17299805e+021.05722202e-03 4.61749047e-01]][[8.10433350e+01 4.99738190e+02 6.96233978e+01 7.63554764e+011.96040720e-02 9.64816332e-01][8.05394287e+01 4.99664581e+02 1.36070145e+02 1.43275726e+021.32058971e-02 8.35250676e-01][8.04869537e+01 4.95491241e+02 6.39915100e+02 2.63262787e+023.95696890e-03 4.61399168e-01]]...[[4.62761902e+02 4.98639282e+02 9.33909683e+01 9.81481934e+011.22107789e-02 4.99843657e-01][4.69265015e+02 4.99762451e+02 1.78081161e+02 1.65545105e+022.40928251e-02 6.92161381e-01][4.63555481e+02 4.98767456e+02 5.11823395e+02 2.36789871e+023.27983242e-03 4.22530323e-01]][[5.01358429e+02 4.97286377e+02 1.04600197e+02 8.89569626e+011.27625950e-02 7.82396078e-01][5.02519867e+02 4.98775391e+02 1.79070969e+02 1.13295906e+021.35354903e-02 6.48534000e-01][4.97382324e+02 4.96096954e+02 4.98806885e+02 2.12346268e+024.62539354e-03 4.46598411e-01]][[5.19395020e+02 4.93682068e+02 7.76651993e+01 6.13785019e+017.56829232e-03 9.00454223e-01][5.27738708e+02 4.97003021e+02 1.43284958e+02 1.49324112e+027.88542069e-03 6.26081049e-01][5.30825500e+02 4.95816986e+02 3.55673462e+02 2.19179184e+023.33259627e-03 4.32704926e-01]]][[[2.81956272e+01 5.16726868e+02 7.56486969e+01 6.83389816e+011.66243389e-02 7.94358432e-01][2.34475975e+01 5.20832153e+02 1.16203468e+02 2.10457779e+028.33121873e-03 6.07646883e-01][1.80289154e+01 5.28226746e+02 5.02289215e+02 2.39904388e+021.39488641e-03 4.07887667e-01]][[4.00536957e+01 5.22816467e+02 1.28035110e+02 1.02872299e+022.28935853e-02 6.69617712e-01][4.86050835e+01 5.24186462e+02 1.12538521e+02 1.53520645e+021.76109876e-02 5.60129702e-01][5.14865875e+01 5.29238220e+02 4.33368652e+02 2.94885864e+022.23328592e-03 4.51494783e-01]][[8.55081329e+01 5.19490845e+02 8.67465134e+01 9.02289505e+011.01039084e-02 7.52699494e-01][8.30947495e+01 5.23970032e+02 1.30490906e+02 2.07915192e+021.15611078e-02 5.64411223e-01][7.93125916e+01 5.29116150e+02 4.94496613e+02 2.64248352e+023.99122201e-03 4.62051421e-01]]...[[4.61688263e+02 5.20842590e+02 1.12234901e+02 9.93109970e+017.92451762e-03 1.99841172e-01][4.67120056e+02 5.25331848e+02 1.30908661e+02 1.77610809e+022.85633244e-02 4.03038412e-01][4.66356720e+02 5.29941223e+02 5.05702484e+02 2.14882614e+024.21306677e-03 5.00084639e-01]][[4.96267517e+02 5.23036621e+02 1.28104492e+02 8.96123810e+019.88250598e-03 4.23657387e-01][5.02399445e+02 5.25223938e+02 1.19028824e+02 1.70807770e+021.65974423e-02 3.38122547e-01][4.97663757e+02 5.29200134e+02 4.75901581e+02 2.02808823e+023.96753009e-03 4.98176932e-01]][[5.18775696e+02 5.24710327e+02 9.86660995e+01 8.58721542e+018.36205110e-03 6.08356178e-01][5.29090454e+02 5.26972107e+02 1.52969467e+02 2.12004089e+021.16594713e-02 3.81701767e-01][5.30612671e+02 5.26778320e+02 3.99414520e+02 2.01212997e+024.14284086e-03 4.26426530e-01]]]]] 與50位技術專家面對面20年技術見證，附贈技術全景圖

總結

以上是生活随笔為你收集整理的yunyang1994 tensorflow-yolov3 执行predict()函数中的sess.run()函数后返回的pred_sbbox, pred_mbbox, pred_lbbox结果的全部內容，希望文章能夠幫你解決所遇到的問題。

如果覺得生活随笔網站內容還不錯，歡迎將生活随笔推薦給好友。