Comments (10)
xhuvom
commented on May 24, 2024
1
What is your Batch size and sub-divisions? Reduce the numbers according to your GPU capacity. Also you may try with OPENCV=0 for training.
from faceid.
xhuvom
commented on May 24, 2024
With adequate confidence level (threshold), the DNN simply won't detect the face, let alone recognition. Can u try this to validate?
from faceid.
arasharchor
commented on May 24, 2024
thanks for your reply.
I understood your point, but I am still stuck in training step. I followed all the steps that you have mentioned in README file, but I am getting the following problem that IOUs are zero in the beginning and afterwards nan. I am now training only by my own images.
nvidia@tegra-ubuntu:~/projects/face-recognition/darknetFaceID-master$ ./net detector train cfg/face.data cfg/face.cfg model/darknet19_448.conv.23
train: Using default '/home/nvidia/projects/face-recognition/darknetFaceID-master/data/train.list'
backup: Using default '/backup/'
face
layer filters size input output
0 Crop Layer: 448 x 448 -> 448 x 448 x 3 image
shift: Using default '0.000000'
1 conv 16 3 x 3 / 1 448 x 448 x 3 -> 448 x 448 x 16
2 max 2 x 2 / 2 448 x 448 x 16 -> 224 x 224 x 16
3 conv 32 3 x 3 / 1 224 x 224 x 16 -> 224 x 224 x 32
4 max 2 x 2 / 2 224 x 224 x 32 -> 112 x 112 x 32
5 conv 64 3 x 3 / 1 112 x 112 x 32 -> 112 x 112 x 64
6 max 2 x 2 / 2 112 x 112 x 64 -> 56 x 56 x 64
7 conv 128 3 x 3 / 1 56 x 56 x 64 -> 56 x 56 x 128
8 max 2 x 2 / 2 56 x 56 x 128 -> 28 x 28 x 128
9 conv 256 3 x 3 / 1 28 x 28 x 128 -> 28 x 28 x 256
10 max 2 x 2 / 2 28 x 28 x 256 -> 14 x 14 x 256
11 conv 512 3 x 3 / 1 14 x 14 x 256 -> 14 x 14 x 512
12 max 2 x 2 / 2 14 x 14 x 512 -> 7 x 7 x 512
13 conv 1024 3 x 3 / 1 7 x 7 x 512 -> 7 x 7 x1024
14 conv 1024 3 x 3 / 1 7 x 7 x1024 -> 7 x 7 x1024
15 conv 1024 3 x 3 / 1 7 x 7 x1024 -> 7 x 7 x1024
16 connected 50176 -> 256
17 connected 256 -> 4096
18 dropout p = 0.50 4096 -> 4096
19 connected 4096 -> 1331
20 Detection Layer
forced: Using default '0'
Loading weights from model/darknet19_448.conv.23...Done!
Learning Rate: 1e-05, Momentum: 0.9, Decayyy: 0.0005
Loaded: 5.695009 seconds
Detection Avg IOU: 0.000000, Pos Cat: 1048.564819, All Cat: -205.399353, Pos Obj: -1195.625977, Any Obj: -1075.994385, count: 16
Detection Avg IOU: 0.000000, Pos Cat: -1342.778687, All Cat: 192.991531, Pos Obj: -1763.723511, Any Obj: 834.437134, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -10280.240234, All Cat: -11229.700195, Pos Obj: -2302.824951, Any Obj: -573.928589, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 12332.845703, All Cat: 10360.833008, Pos Obj: 5746.290039, Any Obj: -425.699585, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -2597.537598, All Cat: -2660.349365, Pos Obj: 3509.388184, Any Obj: 115.368294, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 3079.934570, All Cat: 3388.939209, Pos Obj: 3681.912109, Any Obj: 86.926262, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -741.271912, All Cat: -1420.767578, Pos Obj: -2079.367676, Any Obj: -211.482681, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -1240.980835, All Cat: -2002.131226, Pos Obj: -2604.826416, Any Obj: -853.737793, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 4689.715820, All Cat: 4517.876953, Pos Obj: -442.605225, Any Obj: 112.949478, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -149.117462, All Cat: 957.300781, Pos Obj: 1015.198181, Any Obj: -648.257874, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -66.843460, All Cat: -2539.687256, Pos Obj: 3192.937500, Any Obj: 283.131775, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 323.466766, All Cat: 1278.957764, Pos Obj: -2628.843018, Any Obj: -371.485901, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -6295.822754, All Cat: -4574.437988, Pos Obj: -2180.460449, Any Obj: -839.463074, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -623.742737, All Cat: -3475.410645, Pos Obj: 4349.583984, Any Obj: -801.761780, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 1387.049683, All Cat: -224.514130, Pos Obj: -681.502258, Any Obj: -12.304327, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -3377.054443, All Cat: -4108.574219, Pos Obj: -2428.955811, Any Obj: -435.953918, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -3495.503906, All Cat: -4256.576172, Pos Obj: 7753.472168, Any Obj: 15.175406, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -1589.234009, All Cat: 357.427155, Pos Obj: 4501.778320, Any Obj: -815.269653, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -688.722168, All Cat: -3655.057861, Pos Obj: 1723.111084, Any Obj: -594.035828, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -1626.552002, All Cat: -3789.950928, Pos Obj: -4377.216309, Any Obj: -1774.306763, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 814.298157, All Cat: -836.576416, Pos Obj: 2216.262695, Any Obj: 55.070320, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 878.744446, All Cat: -189.383820, Pos Obj: 1198.857666, Any Obj: 170.082138, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 2128.258545, All Cat: -7697.350586, Pos Obj: -4773.541016, Any Obj: -910.934753, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -17.051434, All Cat: -1416.687744, Pos Obj: -1601.734619, Any Obj: -541.619568, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -3811.817871, All Cat: -2728.891113, Pos Obj: 8890.609375, Any Obj: 130.886383, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -361.712555, All Cat: 1591.130615, Pos Obj: 3852.223633, Any Obj: 1252.586792, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -5003.283691, All Cat: -6064.705078, Pos Obj: 1851.044312, Any Obj: -141.111542, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 1253.618042, All Cat: 1562.568970, Pos Obj: 760.225586, Any Obj: -1345.209351, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -799.379700, All Cat: -1105.232056, Pos Obj: 758.553711, Any Obj: -1691.856689, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 2665.985107, All Cat: 2290.895264, Pos Obj: -836.994324, Any Obj: 347.236938, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -4065.906982, All Cat: -3784.095215, Pos Obj: -856.769043, Any Obj: -2425.250732, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -9551.544922, All Cat: -10439.979492, Pos Obj: 8610.076172, Any Obj: 492.010254, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 1658.131836, All Cat: -3194.989502, Pos Obj: -1332.215698, Any Obj: 32.533146, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 1288.777954, All Cat: 1126.973145, Pos Obj: -2180.958984, Any Obj: -402.385040, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 5702.699707, All Cat: 4412.544922, Pos Obj: 5744.388672, Any Obj: -299.322144, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 6128.572266, All Cat: 4571.741211, Pos Obj: 6677.694824, Any Obj: 219.208145, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -644.862000, All Cat: -1750.898926, Pos Obj: 8266.898438, Any Obj: -796.069031, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 1513.686890, All Cat: 132.072159, Pos Obj: -1234.455322, Any Obj: -630.214783, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 1393.174561, All Cat: -3810.343018, Pos Obj: 1708.879028, Any Obj: 34.697193, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 4440.463867, All Cat: 3796.204590, Pos Obj: 10204.658203, Any Obj: -1392.354614, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 5438.951172, All Cat: 4499.134277, Pos Obj: 2686.078125, Any Obj: -1235.942017, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 1629.380249, All Cat: 677.622681, Pos Obj: 2215.798096, Any Obj: -732.446533, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 2041.200928, All Cat: -1765.528442, Pos Obj: 2481.882568, Any Obj: -419.952698, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 772.103760, All Cat: -2549.760986, Pos Obj: 6993.724121, Any Obj: -1378.496948, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -1209.634644, All Cat: -2571.700195, Pos Obj: 4190.250000, Any Obj: -12.237290, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -618.549744, All Cat: -3516.176758, Pos Obj: -1013.326599, Any Obj: -572.876404, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 2004.422241, All Cat: 1730.838745, Pos Obj: -4306.950195, Any Obj: 217.788971, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -1681.392334, All Cat: 32.218182, Pos Obj: -1437.147583, Any Obj: -829.122925, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 2562.368896, All Cat: 1880.238281, Pos Obj: -5773.557129, Any Obj: 106.359352, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -3224.379639, All Cat: -5640.271484, Pos Obj: -1409.625610, Any Obj: -362.085205, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -1542.555054, All Cat: -2627.768066, Pos Obj: -370.803680, Any Obj: 103.039032, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 308.189362, All Cat: -57.191635, Pos Obj: -370.873932, Any Obj: -136.892273, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 1300.372803, All Cat: 543.050049, Pos Obj: 3789.279297, Any Obj: 280.477783, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -2443.751953, All Cat: -3218.016846, Pos Obj: 4533.931641, Any Obj: 67.891571, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -219.394547, All Cat: 1103.177368, Pos Obj: 1447.561035, Any Obj: -316.026978, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -1111.488037, All Cat: -4688.905762, Pos Obj: 1765.938477, Any Obj: -488.697235, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -2022.611450, All Cat: -5050.279785, Pos Obj: 2746.851562, Any Obj: -245.821609, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 46.535061, All Cat: 178.984802, Pos Obj: 85.112442, Any Obj: 78.406937, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 803.297302, All Cat: -570.098938, Pos Obj: 2383.409912, Any Obj: -242.648788, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 300.132446, All Cat: -771.283752, Pos Obj: -1571.226685, Any Obj: -188.813553, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -5728.143066, All Cat: -5661.891602, Pos Obj: -5436.281738, Any Obj: 716.114258, count: 15
Detection Avg IOU: 0.000000, Pos Cat: 2921.186035, All Cat: 2267.868164, Pos Obj: 185.823441, Any Obj: -422.676392, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -263.929321, All Cat: 841.467590, Pos Obj: 7976.604492, Any Obj: -594.785339, count: 15
Detection Avg IOU: 0.000000, Pos Cat: -3431.744873, All Cat: -5752.180176, Pos Obj: -7023.792480, Any Obj: -2.156036, count: 15
1: nan, nan avg, 0.000010 rate, 12.342976 seconds, 128 images
Loaded: 0.000069 seconds
Detection Avg IOU: nan, Pos Cat: 817754351454912512.000000, All Cat: 949825832757493760.000000, Pos Obj: -298586779252948992.000000, Any Obj: 53072842157195264.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1383843685451431936.000000, All Cat: 1522665549673267200.000000, Pos Obj: -324100053222293504.000000, Any Obj: 67216036318937088.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 581934739661783040.000000, All Cat: 799907559749189632.000000, Pos Obj: -445181606567608320.000000, Any Obj: 70473360991059968.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 3124061904331341824.000000, All Cat: 3279028172661719040.000000, Pos Obj: -454216912088334336.000000, Any Obj: 108557274091356160.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2646806237911449600.000000, All Cat: 2802426440782446592.000000, Pos Obj: -433435283329908736.000000, Any Obj: 102075850614112256.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1825579766174973952.000000, All Cat: 1985065027295510528.000000, Pos Obj: -408288043653398528.000000, Any Obj: 84152178993790976.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1791624373208088576.000000, All Cat: 1963077818396966912.000000, Pos Obj: -419159567952248832.000000, Any Obj: 86993729356824576.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1614733705580904448.000000, All Cat: 1789453937254858752.000000, Pos Obj: -417826616262000640.000000, Any Obj: 83449290415931392.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2451798504876539904.000000, All Cat: 2581943298209873920.000000, Pos Obj: -360594493415620608.000000, Any Obj: 89102575479029760.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 3202320469072019456.000000, All Cat: 3333751416131944448.000000, Pos Obj: -387180134819430400.000000, Any Obj: 106232184955731968.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2226016540891807744.000000, All Cat: 2362305405201154048.000000, Pos Obj: -364469000593211392.000000, Any Obj: 84953645661028352.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2039920624477929472.000000, All Cat: 2148215785305145344.000000, Pos Obj: -299376606558814208.000000, Any Obj: 75890285413924864.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2878708358494289920.000000, All Cat: 3041080387393552384.000000, Pos Obj: -454767801773588480.000000, Any Obj: 106242999683383296.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2010738761243033600.000000, All Cat: 2138765207986503680.000000, Pos Obj: -341496904154087424.000000, Any Obj: 79988740776263680.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1718267018987175936.000000, All Cat: 1953367893773123584.000000, Pos Obj: -540226621487972352.000000, Any Obj: 99564050660196352.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1890132781036470272.000000, All Cat: 2174874819110109184.000000, Pos Obj: -642905751798415360.000000, Any Obj: 114710141160390656.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 972488622831828992.000000, All Cat: 1092102706111184896.000000, Pos Obj: -278286633508274176.000000, Any Obj: 53034110142119936.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 3291932590881112064.000000, All Cat: 3543845548211568640.000000, Pos Obj: -634912714581344256.000000, Any Obj: 143119657606316032.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2864657699402940416.000000, All Cat: 2995807996119875584.000000, Pos Obj: -380416420321689600.000000, Any Obj: 98458087991541760.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1981339744461651968.000000, All Cat: 2082433653882748928.000000, Pos Obj: -285504291689463808.000000, Any Obj: 70477724677832704.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1629793716346552320.000000, All Cat: 1868858055672725504.000000, Pos Obj: -544888413350789120.000000, Any Obj: 101678883966812160.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1941321781818163200.000000, All Cat: 2005357476458790912.000000, Pos Obj: -215340726689464320.000000, Any Obj: 59499144024162304.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1456126954250960896.000000, All Cat: 1627293289466036224.000000, Pos Obj: -410275960676417536.000000, Any Obj: 79484631874797568.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2309080521201680384.000000, All Cat: 2465282640601677824.000000, Pos Obj: -409333885369843712.000000, Any Obj: 93955682365079552.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2284019627547688960.000000, All Cat: 2457301560573558784.000000, Pos Obj: -447576858288979968.000000, Any Obj: 95908707073785856.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1601644569408045056.000000, All Cat: 1706554883689152512.000000, Pos Obj: -265589645029408768.000000, Any Obj: 62890497445724160.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1574861290789142528.000000, All Cat: 1743051522905735168.000000, Pos Obj: -387733498405847040.000000, Any Obj: 81566136235196416.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2613126547485229056.000000, All Cat: 2748273294091223040.000000, Pos Obj: -393283523865214976.000000, Any Obj: 94198210578350080.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1974085166741585920.000000, All Cat: 2141265909744926720.000000, Pos Obj: -416459201754169344.000000, Any Obj: 89705588887388160.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2196536160249970688.000000, All Cat: 2437791551372394496.000000, Pos Obj: -586425694905434112.000000, Any Obj: 112463649926283264.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 3497968425542615040.000000, All Cat: 3688391744845512704.000000, Pos Obj: -539025027077505024.000000, Any Obj: 129552817990926336.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2866336378780647424.000000, All Cat: 3014231687832797184.000000, Pos Obj: -405331422526570496.000000, Any Obj: 102958861530431488.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1912711527190757376.000000, All Cat: 2027717969554964480.000000, Pos Obj: -302592712429797376.000000, Any Obj: 71320272707256320.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2221840870607421440.000000, All Cat: 2366438194532057088.000000, Pos Obj: -382506282688446464.000000, Any Obj: 88350397856481280.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 3659601032872198144.000000, All Cat: 3822428534463266816.000000, Pos Obj: -507889228600836096.000000, Any Obj: 123110117938823168.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 3175710088656584704.000000, All Cat: 3284941895951712256.000000, Pos Obj: -348449150536253440.000000, Any Obj: 102313740262703104.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1686597373255483392.000000, All Cat: 1815869429234270208.000000, Pos Obj: -326505956462559232.000000, Any Obj: 72109580322078720.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2567717541891801088.000000, All Cat: 2704791732381286400.000000, Pos Obj: -390649471962185728.000000, Any Obj: 92252710652346368.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2378768667681751040.000000, All Cat: 2482527655849623552.000000, Pos Obj: -304781359044362240.000000, Any Obj: 81169521775214592.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2213137411439853568.000000, All Cat: 2377157608269152256.000000, Pos Obj: -421132332330647552.000000, Any Obj: 92519024394502144.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1222248736395100160.000000, All Cat: 1286588995756621824.000000, Pos Obj: -180779365376720896.000000, Any Obj: 44675502488682496.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1814029259086233600.000000, All Cat: 1992402618143473664.000000, Pos Obj: -426890680883740672.000000, Any Obj: 86998471000719360.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1232630874940375040.000000, All Cat: 1463737361421565952.000000, Pos Obj: -504889520362094592.000000, Any Obj: 91216455302905856.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2778117613081853952.000000, All Cat: 3009586800961257472.000000, Pos Obj: -588366539086888960.000000, Any Obj: 126784737338458112.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 3197546389584216064.000000, All Cat: 3445121498665189376.000000, Pos Obj: -626696339064881152.000000, Any Obj: 138596533057617920.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2230466264449417216.000000, All Cat: 2380357187105980416.000000, Pos Obj: -391962804241825792.000000, Any Obj: 89305169086382080.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1737653608008122368.000000, All Cat: 1864738597920309248.000000, Pos Obj: -329766558194728960.000000, Any Obj: 74495735302717440.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2158969833658515456.000000, All Cat: 2296987542563586048.000000, Pos Obj: -372428365266681856.000000, Any Obj: 83505374098882560.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1801698923375493120.000000, All Cat: 1978961913127632896.000000, Pos Obj: -431463962060521472.000000, Any Obj: 86847073403535360.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1838179482234519552.000000, All Cat: 2050533523026083840.000000, Pos Obj: -501568204972228608.000000, Any Obj: 95938651585773568.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1186238356195901440.000000, All Cat: 1258946036483751936.000000, Pos Obj: -204118045864493056.000000, Any Obj: 46372942283538432.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1780178594601893888.000000, All Cat: 1925749673511878656.000000, Pos Obj: -359028823217405952.000000, Any Obj: 79504216925667328.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1166761607221477376.000000, All Cat: 1308309435646476288.000000, Pos Obj: -323219378768183296.000000, Any Obj: 64577526239854592.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1628583978678091776.000000, All Cat: 1859984721958666240.000000, Pos Obj: -538615355916943360.000000, Any Obj: 99661211410366464.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1797059534062092288.000000, All Cat: 1989843092512964608.000000, Pos Obj: -463884436795031552.000000, Any Obj: 92643071639945216.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1411891814759137280.000000, All Cat: 1538226387985367040.000000, Pos Obj: -310817437362683904.000000, Any Obj: 65446660116840448.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 704502660929159168.000000, All Cat: 904903910815170560.000000, Pos Obj: -416892100097867776.000000, Any Obj: 68723393746173952.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1231263082475421696.000000, All Cat: 1324412470630023168.000000, Pos Obj: -239980438670540800.000000, Any Obj: 52950908035661824.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1956622585630294016.000000, All Cat: 2085519158388195328.000000, Pos Obj: -337451491637854208.000000, Any Obj: 79261053057236992.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1728310507951095808.000000, All Cat: 1856836132973576192.000000, Pos Obj: -327325230064205824.000000, Any Obj: 72263846957416448.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1825399858584879104.000000, All Cat: 1982518833243488256.000000, Pos Obj: -386361376613859328.000000, Any Obj: 83680875052531712.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1488182116247142400.000000, All Cat: 1633915785439084544.000000, Pos Obj: -366271443748519936.000000, Any Obj: 73852357791711232.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 2248403697144954880.000000, All Cat: 2395356449854193664.000000, Pos Obj: -374708305706090496.000000, Any Obj: 89657691412103168.000000, count: 15
Detection Avg IOU: nan, Pos Cat: 1771068453571002368.000000, All Cat: 1902523727325691904.000000, Pos Obj: -331722555020804096.000000, Any Obj: 75126571509219328.000000, count: 15
2: nan, nan avg, 0.000010 rate, 12.563115 seconds, 256 images
Loaded: 0.000117 seconds
Detection Avg IOU: nan, Pos Cat: nan, All Cat: nan, Pos Obj: nan, Any Obj: nan, count: 15
Detection Avg IOU: nan, Pos Cat: nan, All Cat: nan, Pos Obj: nan, Any Obj: nan, count: 15
Detection Avg IOU: nan, Pos Cat: nan, All Cat: nan, Pos Obj: nan, Any Obj: nan, count: 15
^Cfrom faceid.
xhuvom
commented on May 24, 2024
The cfg file doesn't seem to be 30 layers (or 15 layers for tiny) . Check the .cfg file, it should be like this
`[net]
batch=1
subdivisions=1
width=416
height=416
channels=3
momentum=0.9
decay=0.0005
angle=0
saturation = 1.5
exposure = 1.5
hue=.1
learning_rate=0.001
max_batches = 120000
policy=steps
steps=-1,100,80000,100000
scales=.1,10,.1,.1
[convolutional]
batch_normalize=1
filters=32
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=1
filters=64
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=64
size=1
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=128
size=1
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
pad=1
activation=leaky
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
pad=1
activation=leaky
#######
[convolutional]
batch_normalize=1
size=3
stride=1
pad=1
filters=1024
activation=leaky
[convolutional]
batch_normalize=1
size=3
stride=1
pad=1
filters=1024
activation=leaky
[route]
layers=-9
[reorg]
stride=2
[route]
layers=-1,-3
[convolutional]
batch_normalize=1
size=3
stride=1
pad=1
filters=1024
activation=leaky
[convolutional]
size=1
stride=1
pad=1
filters=425
activation=linear
[region]
anchors = 0.738768,0.874946, 2.42204,2.65704, 4.30971,7.04493, 10.246,4.59428, 12.6868,11.8741
bias_match=1
classes=80
coords=4
num=5
softmax=1
jitter=.2
rescore=1
object_scale=5
noobject_scale=1
class_scale=1
coord_scale=1
absolute=1
thresh = .6
random=0`
from faceid.
akshay71297
commented on May 24, 2024
Hey, good job
I had a problem, I don't know what i have to change ion src/yolo.c
(I changes the array with classes with my only one class name)
I am getting "Segmentation fault (core dumped)"
Working with GPU and CUDA enabled and also opencv installed
from faceid.
akshay71297
commented on May 24, 2024
I set both to 1
from faceid.
akshay71297
commented on May 24, 2024
just trying with opencv 0
If you may help I followed other tutorials to retrain yolo but whenever I train I get and avg error of 200 or more...
You know why?
from faceid.
xhuvom
commented on May 24, 2024
Which GPU are you using?
from faceid.
akshay71297
commented on May 24, 2024
im on nvidia geforce 920MX
from faceid.
akshay71297
commented on May 24, 2024
Thank you for your help bro, it worked...
I believe opencv isn't working properly
from faceid.
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