import cv2
import mediapipe as mp
import numpy as np
from dtaidistance import dtw
from dtaidistance import dtw_visualisation as dtwvis
from dtaidistance import dtw_ndim
import matplotlib.pyplot as plt


def calculate_angle(a, b, c):
    a = np.array(a)  # First
    b = np.array(b)  # Mid
    c = np.array(c)  # End

    radians = np.arctan2(c[1] - b[1], c[0] - b[0]) - np.arctan2(a[1] - b[1], a[0] - b[0])
    angle = np.abs(radians * 180.0 / np.pi)

    if angle > 180.0:
       angle = 360 - angle

    return angle


def dt(s1,s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    path = dtw.warping_path(s1, s2)
    dtwvis.plot_warping(s1, s2, path)
    dist = dtw.distance(s1,s2)
    dist_n = dtw.distance(s1/np.linalg.norm(s1),s2/np.linalg.norm(s2))
    print(dist,dist_n)
    dist = 100*(1-dist)
    dist_n = 100*(1-dist_n)
    return dist,dist_n

def dt_n(s1,s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    d = dtw_ndim.distance(s1, s2)
    return 100*(1-d)


ang = [[62.23110644579355, 114.91755777840365, 177.4350020268406, 170.57994296760288, 158.6436524320806, 149.07936280816372], [63.928166810477876, 113.12491832068903, 177.4576733117364, 172.82084516478983, 157.67165669069348, 149.51377443967013], [65.2722965171061, 111.72635004265354, 177.4541466031206, 172.62180630867263, 157.07714757321153, 149.3781609417674], [66.52695029802243, 110.62678084656659, 177.3518198835386, 172.7584579161694, 156.66577404844327, 149.576717219901], [67.81516230545354, 109.31343720473645, 177.45705473605838, 172.66600415352784, 156.29215833200547, 149.55677784301423], [68.4562217173642, 108.53315669640916, 177.65056846159902, 172.32440358970842, 156.09216166124915, 149.22627925350602], [68.69109012102942, 108.2071729424269, 177.68334497265684, 172.08404555236123, 156.00536128701026, 149.0614323099153], [68.77744653627106, 107.92172639663119, 177.5851106358978, 171.26761609534088, 155.98219877565066, 149.11392876522098], [68.54679874301266, 107.81681640765345, 177.72091726257372, 170.5125626580572, 156.03413963751086, 149.11583049545553], [68.19490573096958, 107.83056275413172, 177.96602301684956, 169.81315055365766, 156.09016670581408, 149.11646661070517], [67.72147402267817, 108.04254810622618, 178.05314155482148, 169.27580834059484, 156.09399694740102, 149.20343100714422], [67.46991256672584, 108.0803908712889, 178.07434191654193, 169.08726919012085, 156.08650062974579, 149.20825302983488], [67.45474445830874, 107.9725081209317, 178.03036277561893, 169.19658419802937, 156.08840826649595, 149.2587107910356], [67.28610757907725, 108.0988336380461, 178.0111754650743, 169.2908038101263, 156.09239101393305, 149.2551260290156], [66.94624283539835, 108.20539777835751, 178.50256133178877, 169.44263573498202, 156.17354092588934, 149.59035889805], [67.01176975532073, 108.18263506425164, 178.59714245447455, 169.55216145319227, 156.21527848418233, 149.90477434475292], [67.02527027542553, 108.173163950099, 178.64698545485575, 169.75763651575, 156.20139115420292, 150.04199714768225], [67.47256581272717, 107.84526377412496, 178.6455620136217, 169.81488688575607, 156.09891861047265, 149.82396795310893], [67.85367502900705, 107.58850229664553, 178.5596867491343, 169.6610471202376, 156.1079888265767, 149.80406856327033], [67.81114271627523, 107.66099993675212, 178.57682078647392, 169.6212713311563, 156.11342415406463, 149.7849742978979], [68.0769866693797, 107.39321418118307, 178.58055103489264, 169.5996857969134, 156.080327168048, 149.73203593466653], [68.18882533892014, 107.28884816382161, 178.59721055029368, 169.37639291133718, 156.0660264990181, 149.64150392554558], [68.18484793113937, 107.2155273805901, 178.75309714194742, 168.90050550908606, 156.03066927507842, 149.45769012246504], [68.33744606139726, 107.03662641996175, 178.80919769891673, 168.7416425852924, 155.97009268741897, 149.390255716121], [68.40872608205844, 106.94629765598114, 178.8526211989877, 168.62145902257794, 155.93358802420607, 149.44040784589598], [68.37770273714946, 106.84411354519843, 179.0086737551904, 168.43726544699908, 155.90682955952875, 149.5000000112173], [68.36465237307073, 106.85487109519781, 179.04105368235477, 168.33389484119772, 155.92861055420892, 149.62242498199615], [68.24701587781719, 106.88741044409767, 178.97187338951696, 168.1987286974345, 155.92713396471783, 149.6862051178732], [68.10859762187279, 106.90966135373336, 178.82383361589177, 168.13014285801387, 155.92249426949493, 149.6402831774496], [68.11147307067034, 106.83626644045522, 178.72875281030485, 167.75878989572055, 155.91359015659341, 149.43845282114518], [67.85690028356666, 107.0425779347535, 178.659448563982, 167.36655841832408, 155.9828245489388, 149.26328297618053], [67.48519943318617, 107.4135907349586, 178.6158595134901, 166.9897629195563, 156.06765519692314, 148.96555361103964], [67.10996235137989, 107.8499547906565, 178.49616666208948, 166.89145597919222, 156.14899531558504, 148.6419525210001], [67.05338835820803, 107.94736160258546, 178.38222393330912, 166.95388828513433, 156.22182013571182, 148.3985741245744], [67.09210579944963, 108.01227507593528, 178.33626984143444, 166.93872466325413, 156.32068295981566, 147.98391167680066], [66.94760812447143, 108.30166179749469, 178.3541996090344, 167.46449555030642, 156.52846055878067, 148.04152919283965], [66.92772118915863, 108.65545961068682, 178.23492691596908, 168.11949537747412, 156.68668899098935, 148.07083287463996], [66.63639639304809, 109.12264724045495, 178.35505297638122, 168.85721832794084, 156.77426729149178, 148.0748695689321], [66.3527788767409, 109.49760352136532, 178.5211269463873, 168.99604896592905, 156.8539654393756, 148.01920464566146], [66.02588339765053, 109.89209099479883, 178.6952373193836, 168.97718617580372, 157.02889490204618, 148.06680621085192], [65.91869307346388, 110.10575084335497, 178.74081112146627, 169.29171853754022, 157.13212135863617, 148.09802323674342], [65.90784169070945, 110.24712273629952, 178.64037919989835, 169.86005893059212, 157.15515414329337, 147.9655021296533], [66.04114517831262, 110.33055664674184, 178.39034421946326, 170.1615050987865, 157.1726551027397, 147.90635210875914], [65.89441983041746, 110.57794630696883, 178.29354472794373, 170.43724706673333, 157.21520891931138, 147.95312132627197], [65.8850883077429, 110.6147581023583, 178.32412772166063, 170.31526558649608, 157.23155432558158, 147.95576120286609], [65.84669527021558, 110.50641118959791, 178.48791763913525, 170.10553555290434, 157.23723476357438, 147.94688149693653], [65.74425655905512, 110.36517090787744, 178.73210220221137, 169.9277591933023, 157.2170789664221, 147.8263828702903], [65.83401585374558, 110.19309265898637, 178.74452458298578, 169.78284632805563, 157.16787778514538, 147.74742043223384], [65.96795487012282, 109.84709725839286, 178.80121894071507, 169.4676325408473, 157.07277402082764, 147.63326333377603], [66.29354080919137, 109.39982336496286, 178.66750815308066, 168.99859447949, 157.00758368283255, 147.529554227168], [66.37743995378781, 109.18526226752807, 178.54184769521464, 168.1545352537601, 156.92630161296893, 147.39812978870359], [66.38069342918358, 109.11125490026612, 178.3644494634909, 167.0484609070611, 156.8732418908369, 147.33319710446074], [66.36936237419431, 109.01643630823237, 178.16085259595596, 166.36291583566745, 156.79587128327063, 147.30495885546452], [66.33297666859991, 108.977358225795, 177.96147015262514, 166.10394514730686, 156.6741567165413, 147.26378035723147], [66.38309290814125, 108.8393958034324, 177.83650231259278, 166.04881140639444, 156.63246233685658, 147.3399056931943], [66.4145703295905, 108.76891125693555, 177.7263576974097, 165.85632227401712, 156.59785947351338, 147.4393332186674], [66.39562332848203, 108.78457271396567, 177.63842493223208, 165.63203937654995, 156.56385417971646, 147.48177578303498], [66.41336718447357, 108.76763008765572, 177.6054499892477, 165.52141504159434, 156.55124322110638, 147.507954158513], [66.417271907856, 108.76668836118135, 177.60984376336006, 165.4878668314294, 156.56063349482923, 147.52938241745363], [66.44770579846043, 108.73887571151464, 177.6056088573827, 165.48049652387047, 156.5518395052433, 147.49879742774505], [66.4369416845148, 108.75629839749458, 177.62959342154522, 165.3885204505525, 156.5574745495777, 147.43285254820563], [66.42973069220288, 108.7806249621314, 177.68575974304693, 165.4432559306296, 156.57252145163739, 147.41001372336555], [66.40432385598798, 108.8424492073904, 177.7536438284817, 165.7948644530909, 156.627634813123, 147.37655132651037], [66.38454075276691, 108.87184649670007, 177.84246097880663, 166.3296072354921, 156.6508060193762, 147.24953757309055], [66.33984452553312, 108.91980400796716, 177.9230243751961, 166.75257473801997, 156.69032488232517, 147.21657948449496], [66.31800032319423, 108.96142059053786, 177.97446200772225, 167.1634504504637, 156.74094381252607, 147.21351136437724], [66.31172429971122, 109.01396222057662, 177.9960732308254, 167.6757956683216, 156.79196906363003, 147.14688167295822], [66.29621669390588, 109.0657589101679, 178.00599733647516, 167.6973661783785, 156.84792467900985, 146.9200101321312], [66.29420952617282, 109.08093479197798, 178.0127846163168, 167.768932410883, 156.87996926887342, 146.80870921578295], [66.30644577823273, 109.09194401051839, 177.97366731984602, 167.79382198617586, 156.92208719686732, 146.69715581810246], [66.31193214253899, 109.07501374109823, 177.97020011227485, 167.91851062250515, 156.95093649483303, 146.64860665371862], [66.3471583295283, 109.06297998684038, 177.90675497941584, 167.97215578562526, 156.9784420354869, 146.6444171962525], [66.3917889179525, 109.08551622870094, 177.83967080370218, 168.03789093295563, 157.01596606288064, 146.69508269069843], [66.43282812086139, 109.16747086552823, 177.71365994276175, 168.06062447353307, 157.0678193161134, 146.7546348736735], [66.45836559793068, 109.20954528833418, 177.6455681857147, 168.16134802851454, 157.10675957435961, 146.82800462271126], [66.49821097346653, 109.2688067143144, 177.55714871469303, 168.3736624768861, 157.13339118804942, 146.9660821820869], [66.53307576577167, 109.3086506204448, 177.51897149459538, 168.5414716967927, 157.1359536109635, 147.09259628243515], [66.58403783060929, 109.32788736625042, 177.44139881810418, 168.70756112398212, 157.13713352477993, 147.22941295769078], [66.6539918623122, 109.28798888316786, 177.44434588891906, 168.64983855557367, 157.13844275908346, 147.31115110713648], [66.73798725220989, 109.19914555573747, 177.44492740846468, 168.67652279342445, 157.11035154180564, 147.37151621346615], [66.82531378527955, 109.11838923722154, 177.4419778863643, 168.73169081591143, 157.05492950630702, 147.38509094170655], [66.88777428953895, 109.07779979308192, 177.4507758764713, 168.56822375445873, 157.02425892053645, 147.32888368506417], [66.94084602125753, 109.02298704563498, 177.4586624793804, 168.3557290827364, 157.00309131242665, 147.29026578322274], [66.99896850031193, 108.99412086680084, 177.45888783171662, 168.13085614912438, 156.97405612756214, 147.25665182293923], [67.03182939802703, 108.96022970068915, 177.457364585871, 167.95902517357854, 156.91529271726458, 147.24184861488783], [66.97990356684717, 108.97847326824764, 177.48467839501583, 167.70101719321994, 156.89455444074477, 147.2642332072322], [67.04241320442048, 108.91786876889353, 177.47001294397978, 167.44832804842557, 156.86517766480398, 147.28447282646187], [67.05846191798838, 108.88373791235645, 177.4793577277296, 167.3341864163605, 156.85978003466158, 147.3210051152205], [67.08054423890229, 108.84974681408316, 177.48886353333958, 167.11634069813078, 156.8568249401495, 147.3447598736903], [67.14342669062314, 108.75794708668685, 177.5058814358816, 166.8940645587712, 156.84363235559525, 147.34877219700203], [67.1661249923142, 108.72480259220906, 177.50385653255114, 166.76125036997405, 156.83291846056923, 147.3466330610028], [67.17706973201295, 108.71861841472322, 177.53581142364217, 166.6724940219699, 156.83044864276235, 147.34625975709957], [67.18398198795444, 108.72918007354708, 177.57145277070265, 166.61589908447286, 156.82961296856476, 147.3533590639242], [67.18505040197043, 108.74532588981332, 177.65236479417547, 166.576004513167, 156.82761541044871, 147.35383205321082], [67.19272663090327, 108.74823205801707, 177.66898595280557, 166.52848424688025, 156.825434576592, 147.34511647121047], [67.18551888692856, 108.7564025789832, 177.70980150425956, 166.50532138302367, 156.8128614986372, 147.3285074996306], [67.18132440792185, 108.77136980062946, 177.76871972416222, 166.4931924350404, 156.8101881550797, 147.3170909304099], [67.18780695275566, 108.77983048537702, 177.7583566488067, 166.49723454361356, 156.8034872235977, 147.30822832072923], [67.19564822129583, 108.77862876303575, 177.74877913067516, 166.48610351707114, 156.80340270484209, 147.2925453739315], [67.19444943249141, 108.78957215053119, 177.73260697530304, 166.47645598737057, 156.80507271119086, 147.29396737353665], [67.22729610860573, 108.76952026152247, 177.70784657616974, 166.4531204747824, 156.82350321708182, 147.31022825392873], [67.26981179820731, 108.76395091353737, 177.66222550879593, 166.39943636332475, 156.8317311419162, 147.29966476589146], [67.30753671929122, 108.79014006680387, 177.5845034853298, 166.41455160796522, 156.82508478748974, 147.30442262136367], [67.34823217821159, 108.78406521383657, 177.5288579306307, 166.4223852365562, 156.8167144992239, 147.2917324721548], [67.39118539542142, 108.73156312947694, 177.49221329947346, 166.4847301243619, 156.77836885833332, 147.2727097887757], [67.3996495962169, 108.7140421728186, 177.48250484290907, 166.54011846568218, 156.75453631294744, 147.2538372759225], [67.4113638138557, 108.71150594643971, 177.46073061298597, 166.64584165944729, 156.69135889800341, 147.24109540323244], [67.32807520515482, 108.7951769297004, 177.43720048910953, 166.73811555180467, 156.66942941448923, 147.2592733735693], [67.2658984981278, 108.8471308156124, 177.42066667410248, 166.85962933001684, 156.62949838582625, 147.28582304461764], [67.27298873026004, 108.84900937174562, 177.41601825719374, 167.06214964837662, 156.5960613071631, 147.31824023735027], [67.25668638268229, 108.87203551730539, 177.46448493629904, 167.2466977123189, 156.55533499713712, 147.3191526185613], [67.31526519662874, 108.91073732710896, 177.4079424526213, 167.3941854135963, 156.53107304975703, 147.35671001067033], [67.38080004842551, 108.96672734498314, 177.34180697611106, 167.4475074529365, 156.5030481494472, 147.3757695172977], [67.30643538969899, 109.00550347863145, 177.3643999907131, 167.70995515298065, 156.53808874490568, 147.6567354971985], [67.26782415731779, 108.96316064997204, 177.4324737889341, 167.87060923594905, 156.56757191905433, 147.82843913428164], [67.17004044974308, 109.0570857200264, 177.44110558090662, 167.98482584114024, 156.61123440928748, 147.98060490956598], [67.1578031188206, 109.06606604283458, 177.47460808565768, 168.04270237866123, 156.6176776199806, 148.03193143685465], [67.17154039691675, 109.10649741098784, 177.4987637253383, 168.08755305095258, 156.57688849475028, 147.9625559305918], [67.22299349131131, 109.09475066683605, 177.4968940205587, 168.10716562785072, 156.5396156811049, 147.8990310247353], [67.31626136290686, 109.07313615425034, 177.43282332388029, 168.17194570074614, 156.51651255666033, 147.87081019066108], [67.38855563091771, 109.02870632669188, 177.43134488884658, 168.23934451154886, 156.47820312261658, 147.84917338008427], [67.4498783041602, 109.02441808155082, 177.36667143825537, 168.3001958759343, 156.45652495581143, 147.83588152656893], [67.52618077437356, 109.01379921159449, 177.28878211810348, 168.4071108326206, 156.4325319588946, 147.8111979694622], [67.60230963458051, 108.97881715019228, 177.24306026890062, 168.44630528399847, 156.41446741123588, 147.77745929811715], [67.61681749287902, 108.97832987865353, 177.23555913690618, 168.48421096263945, 156.3960244491291, 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179.5709908371278, 114.62988052265453, 59.33650201934673], [144.6074038757818, 158.64123495605097, 176.02559043803618, 179.53881157424578, 114.6474890721666, 59.357533272884226], [144.6681840761848, 158.6998394011099, 176.0438090601407, 179.50147721918495, 114.6801837372636, 59.375539046584585], [144.6078791554307, 158.75130941585928, 175.96176118897037, 179.45973878493325, 114.69660575360481, 59.40457781956911], [144.49992904214966, 158.77595834434578, 175.7352496922084, 179.32229525065307, 114.68731261147687, 59.42146934835299], [144.5262663365756, 158.79988915253375, 175.71293689780092, 179.20471922395345, 114.68071340359441, 59.42507246373069], [144.53797386855297, 158.80409980574305, 175.5399446668738, 179.1679309912107, 114.66220789726825, 59.45818306406927], [144.59488998328368, 158.81127706494328, 175.33722279438373, 179.1524830325637, 114.63302438421115, 59.50796408701043], [144.6692761254651, 158.78238617510732, 175.37817062094652, 179.13487255890072, 114.54876476869492, 59.61608147288789], [144.8851733236311, 158.73807161654682, 175.57293928966396, 179.11104662759777, 114.46969578084469, 59.71032086587157], [145.04712461017402, 158.6998250591076, 175.62205409923595, 179.13598208552315, 114.43313519113951, 59.76843510519462], [145.16585608065853, 158.6568546137759, 175.6959288911747, 179.18570693513345, 114.40525653347837, 59.81808873671561], [145.22759616618657, 158.6453193587446, 175.61774012976358, 179.30134139614412, 114.42116047082976, 59.82699587779367], [145.32040432658414, 158.63865532478653, 175.77604005367687, 179.5258735425288, 114.42541270008502, 59.82191052192171], [145.31892484243838, 158.63639940269294, 175.72629197582077, 179.68544636769016, 114.50656046109358, 59.77626367397878], [145.2861110994946, 158.62840784516195, 175.696561384094, 179.75530658014384, 114.44420376841279, 59.846707533168825], [145.30568927403067, 158.6352898138992, 175.7235801520531, 179.91025237046495, 114.50897848414257, 59.83760405014183], [145.31536349902464, 158.63554906185348, 175.7902214994966, 179.920303165944, 114.61565306449711, 59.81287492541411], [145.29279437544244, 158.62757377402653, 175.8186290628386, 179.9145843940714, 114.68395377758824, 59.74534553520232], [145.23091724965644, 158.63346465266622, 175.73600614839873, 179.9014372520809, 114.70128810993717, 59.73996221236539], [145.10684075453943, 158.64888659082703, 175.5138348940662, 179.89552472352457, 114.74517444603177, 59.695538763756154], [145.00307848043292, 158.6468248554517, 175.34421039319676, 179.89825071396962, 114.7385760055075, 59.71878850228415], [144.9349858567029, 158.6369240423756, 175.17981369641072, 179.9800164125693, 114.72453658583407, 59.72833425470259], [144.88665163515108, 158.62446748477362, 175.07484280510826, 179.9232748200972, 114.70481383479569, 59.75261834000709], [144.8515711921819, 158.61696698517315, 174.97204551310796, 179.7954428435733, 114.72402771960984, 59.74760533214425], [144.79236260304333, 158.59792010281961, 174.91705353624542, 179.6115449566152, 114.72153096955861, 59.76414304827506], [144.7949998279972, 158.60562858643817, 174.8804600232016, 179.45492920519254, 114.71954263870944, 59.77449781359303], [144.8326969469445, 158.6170173964848, 174.93695948139035, 179.4602394137807, 114.71992331010651, 59.81787610653718], [144.83185336023035, 158.63733195205083, 174.93313085162285, 179.50787038601433, 114.76568118509618, 59.803076894474934], [144.82693581582805, 158.63544895819456, 174.93892423332684, 179.47718789410098, 114.7473157571338, 59.84771250763761], [144.83824032857518, 158.63443440580104, 175.1078780612245, 179.51875731241807, 114.76325806512668, 59.89654421285141], [144.82984805952717, 158.6276905608313, 175.2721958264567, 179.53943951167298, 114.71947713460631, 59.940999856858994], [144.8554493427214, 158.6218868887766, 175.38255961842734, 179.58429558585772, 114.72730502856234, 59.945967227110565], [144.86832569511716, 158.61898286618873, 175.50612990495563, 179.58322228857503, 114.69425286059104, 59.97519186248249], [144.85232959802863, 158.61908979626998, 175.70144410907002, 179.57915500435647, 114.76125953200727, 59.90379920223455], [144.83555777116166, 158.62381599700083, 175.80346434495505, 179.5708916684723, 114.79223422536879, 59.858009140297305], [144.82244426386356, 158.63980446377204, 175.91566012625745, 179.5855662671063, 114.84974237332403, 59.79647529440522], [144.72836512208107, 158.66119631764826, 175.85841227673706, 179.5930847694826, 114.93859591143797, 59.70643817302847], [144.6235494265032, 158.68433768118288, 175.7202361570236, 179.55839586623065, 114.97508575003482, 59.63657425653323], [144.63621113784558, 158.7067983442714, 175.74202797085536, 179.55203228152604, 114.9691937613988, 59.61804302054859], [144.3127616074068, 158.80150972430323, 175.3530549573401, 179.31870002251247, 114.89166658949625, 59.482350506520476], [144.18336341814336, 158.94243480152642, 175.1339881380851, 179.15607318546526, 115.01945245137469, 59.264343944118906], [144.13900983738506, 159.06136380570564, 174.92869928539503, 179.08864058650974, 115.05064202687203, 59.1939600870665], [144.27480238717962, 159.4505468145693, 174.41307563851433, 179.01718784938672, 115.56704807704867, 58.65198316577104], [144.49352540457983, 159.71105304816535, 174.44080709454676, 178.97603819411825, 116.03848390839997, 58.196748401730915], [144.90129695033013, 160.02279265292393, 174.57335262599912, 178.92138478444727, 116.69724273701593, 57.637861621667845], [145.03482147502908, 160.23548666544752, 174.79094904773046, 178.83790777223163, 116.93636277441698, 57.503512750628055], [145.25263172446347, 160.47333787976413, 175.1683733798673, 178.64618820246633, 117.26087097273631, 57.336251458465114], [146.0731371433829, 160.91129826518986, 176.11691340062953, 178.64978123882275, 117.51413669990632, 57.409034823936345], [146.37265377941662, 161.3080879011131, 176.34233737507756, 178.68216112195879, 117.70925607718937, 57.551412378420096], [147.0474462927574, 161.73938525118658, 176.87047713341016, 179.00504943900617, 118.05521307920321, 57.632955830991214], [147.50235291171356, 162.0055993645844, 177.2268165872139, 179.26710063719602, 118.2916827416802, 57.65643790734308], [147.73527152774943, 162.76399600559836, 176.35358009665856, 179.76029547630415, 119.9204976643002, 56.14906255354066], [148.75584092162066, 163.14519998976516, 177.0017459830823, 179.9315330380411, 120.91385280839586, 55.11446702652005], [149.13279480742833, 163.96965391236003, 176.33166665337689, 179.78674307624584, 123.13371017549989, 52.79092450221122], [149.45635927952776, 164.837051832922, 175.37266114487144, 179.95167473769442, 124.98030314193485, 50.81385877987508], [150.36375735911182, 165.75414441497452, 176.18228141956862, 179.88722679236974, 126.32757914538627, 49.0390508262401], [151.08695234408668, 166.51832469465722, 177.49828121210277, 179.9296685643247, 127.85557147401246, 47.244208759503124], [150.8193943096656, 167.47140992807823, 176.9720333842161, 179.76728845930256, 129.1738118414113, 45.87048316378438], [150.12338066484799, 168.59141266178065, 177.42221395218507, 179.75985967289668, 130.53454477217798, 44.78854258653046], [149.72872337569484, 169.75371395986045, 176.07514877043022, 178.1004779755403, 132.4676731568986, 43.518846519739014], [149.3782528318273, 170.53687956631614, 177.14620496599525, 177.74152571203533, 132.9679943008009, 44.72964443747484], [150.10389237078982, 171.50102784720582, 178.58400175933926, 177.30422279413543, 133.94610496667826, 45.928921731389124], [149.31520538012074, 171.89093710498034, 176.72319177138692, 177.3925753924794, 134.2988622111878, 45.82337353798102]]
#true = [89.65446228236605, 88.22130722956251, 87.92792602150264, 87.62829208879305, 86.74810904928303, 86.62085368202929, 87.25009184194896, 87.22100769087348, 86.60023013293987, 86.52896422822337, 86.7411108849349, 87.01055592600602, 86.32693682435315, 85.87498951431535, 83.8350768366698, 82.05179498991627, 81.34076220943686, 81.09483041233428, 80.64877652387032, 80.4006693376166, 78.87002689019417, 78.77294078905693, 79.66602162838907, 81.7986496033753, 88.23023531682692, 97.90381791768361, 110.32405838198102, 120.89959762216088, 138.4557526710933, 157.843313285859, 169.87439193116091, 175.43022757844184, 176.96950165270042, 175.00586605682707, 174.12399927870084, 174.55475507793187, 174.68702371122248, 174.91021152066713, 175.30976583805705, 175.23131029455456, 175.42226007914434, 175.2184881403495, 175.3123472985393, 175.13588778217039, 175.52811724790132, 175.34142222226293, 175.0894739817762, 174.71659126753758, 174.3870491567346, 171.65302881478715, 167.43601036795565, 160.95176231655344, 151.5161456453538, 138.90280008344044, 127.62397186460751, 116.02135930051445, 106.10992067924406, 98.93285358645724, 96.58720644485031, 83.52479366011731, 89.77755581770612, 83.41259043563194, 89.89287554027699, 98.1789559675451, 88.28062112463422, 103.95863988328747, 91.34168058951018, 99.70720267792623, 89.16115702045497, 76.2517574542091, 116.03167887933876, 94.39703327811495, 71.62302531875318, 74.42070348743164, 83.4389077394599, 85.45981304928371, 87.77777353278937, 91.09252807125567, 92.47023751961406, 94.60991366163513, 95.19741482022476, 96.00478335300387, 94.87912053640311, 91.4055284262194, 95.57840169851386, 98.11622336843942, 99.71822604873931, 101.88091807151814, 100.6880433534085, 101.15669211095812, 102.79198883947006, 109.65831306778522, 121.14959705830879, 127.16140337559091, 135.02750039315507, 145.71642174378113]
#tr_without_bgr_rgb = [89.65446228236605, 88.22130722956251, 87.92792602150264, 87.62829208879305, 86.74810904928303, 86.62085368202929, 87.25009184194896, 87.22100769087348, 86.60023013293987, 86.52896422822337, 86.7411108849349, 87.01055592600602, 86.32693682435315, 85.87498951431535, 83.8350768366698, 82.05179498991627, 81.34076220943686, 81.09483041233428, 80.64877652387032, 80.4006693376166, 78.87002689019417, 78.77294078905693, 79.66602162838907, 81.7986496033753, 88.23023531682692, 97.90381791768361, 110.32405838198102, 120.89959762216088, 138.4557526710933, 157.843313285859, 169.87439193116091, 175.43022757844184, 176.96950165270042, 175.00586605682707, 174.12399927870084, 174.55475507793187, 174.68702371122248, 174.91021152066713, 175.30976583805705, 175.23131029455456, 175.42226007914434, 175.2184881403495, 175.3123472985393, 175.13588778217039, 175.52811724790132, 175.34142222226293, 175.0894739817762, 174.71659126753758, 174.3870491567346, 171.65302881478715, 167.43601036795565, 160.95176231655344, 151.5161456453538, 138.90280008344044, 127.62397186460751, 116.02135930051445, 106.10992067924406, 98.93285358645724, 96.58720644485031, 83.52479366011731, 89.77755581770612, 83.41259043563194, 89.89287554027699, 98.1789559675451, 88.28062112463422, 103.95863988328747, 91.34168058951018, 99.70720267792623, 89.16115702045497, 76.2517574542091, 116.03167887933876, 94.39703327811495, 71.62302531875318, 74.42070348743164, 83.4389077394599, 85.45981304928371, 87.77777353278937, 91.09252807125567, 92.47023751961406, 94.60991366163513, 95.19741482022476, 96.00478335300387, 94.87912053640311, 91.4055284262194, 95.57840169851386, 98.11622336843942, 99.71822604873931, 101.88091807151814, 100.6880433534085, 101.15669211095812, 102.79198883947006, 109.65831306778522, 121.14959705830879, 127.16140337559091, 135.02750039315507, 145.71642174378113]

mp_drawing = mp.solutions.drawing_utils
mp_pose = mp.solutions.pose
#cap = cv2.VideoCapture('test.mp4')
cap = cv2.VideoCapture('Kaustuk_Trik.mp4')
elbow_list = []
shoulder_list = []
l = []
## Setup mediapipe instance
with mp_pose.Pose(min_detection_confidence=0.5, min_tracking_confidence=0.5) as pose:
    while cap.isOpened():
        ret, frame = cap.read()
        if not ret:
            break
        frameWidth = frame.shape[1]
        frameHeight = frame.shape[0]
        # Recolor image to RGB
        image = frame.copy()
        image.flags.writeable = False
        image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
        # Make detection
        results = pose.process(image)

        # Recolor back to BGR
        image.flags.writeable = True
        image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)

        # Extract landmarks
        try:
            landmarks = results.pose_landmarks.landmark

            # Get coordinates
            shoulder = [landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value].x,
                        landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value].y]
            elbow = [landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].x,
                     landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].y]
            wrist = [landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].x,
                     landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].y]
            hip = [landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].x,
                     landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].y]
            knee = [landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].x,
                     landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].y]

            r_shoulder = [landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.value].x,
                        landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.value].y]
            r_elbow = [landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].x,
                     landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].y]
            r_wrist = [landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].x,
                     landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].y]
            r_hip = [landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].x,
                     landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].y]
            r_knee = [landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].x,
                     landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].y]
            #print(knee,hip,wrist,shoulder)
            # Calculate angle
            angle_elbow = calculate_angle(shoulder, elbow, wrist)
            angle_shoulder = calculate_angle(hip, shoulder, elbow)
            angle_hip = calculate_angle(knee, hip, shoulder)
            r_angle_elbow = calculate_angle(r_shoulder, r_elbow, r_wrist)
            r_angle_shoulder = calculate_angle(r_hip, r_shoulder, r_elbow)
            r_angle_hip = calculate_angle(r_knee, r_hip, r_shoulder)
            k = [angle_shoulder, angle_hip, angle_elbow, r_angle_elbow, r_angle_hip, r_angle_shoulder]
            l.append(k)
            elbow_list.append(angle_elbow)
            shoulder_list.append(angle_shoulder)
            # Visualize angle
            cv2.putText(image, str(int(angle_elbow)),
                        tuple(np.multiply(elbow, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_shoulder)),
                        tuple(np.multiply(shoulder, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_hip)),
                        tuple(np.multiply(hip, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_elbow)),
                        tuple(np.multiply(r_elbow, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_shoulder)),
                        tuple(np.multiply(r_shoulder, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_hip)),
                        tuple(np.multiply(r_hip, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
        except:
            print("not detected")
            pass


        # Render detections
        mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_pose.POSE_CONNECTIONS)

        cv2.imshow('Mediapipe Feed', image)

        if cv2.waitKey(10) & 0xFF == ord('q'):
            break

    cap.release()
    cv2.destroyAllWindows()
    #print(elbow_list)
    #score, score_n = dt(true,elbow_list)
    #print(score, score_n)
    #print(f'final score: {score_n}')
    #plt.plot(elbow_list)
    #plt.plot(shoulder_list)
    #plt.show()
    print(l)
    arr = np.array(l)
    print(arr.size)
    print(f'fgrfg{dt_n(ang,l)}')
0d5d8ecd87c92eb3cf9d45d88a74712cfbce0833
<mask token>


def calculate_angle(a, b, c):
    a = np.array(a)
    b = np.array(b)
    c = np.array(c)
    radians = np.arctan2(c[1] - b[1], c[0] - b[0]) - np.arctan2(a[1] - b[1],
        a[0] - b[0])
    angle = np.abs(radians * 180.0 / np.pi)
    if angle > 180.0:
        angle = 360 - angle
    return angle


def dt(s1, s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    path = dtw.warping_path(s1, s2)
    dtwvis.plot_warping(s1, s2, path)
    dist = dtw.distance(s1, s2)
    dist_n = dtw.distance(s1 / np.linalg.norm(s1), s2 / np.linalg.norm(s2))
    print(dist, dist_n)
    dist = 100 * (1 - dist)
    dist_n = 100 * (1 - dist_n)
    return dist, dist_n


def dt_n(s1, s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    d = dtw_ndim.distance(s1, s2)
    return 100 * (1 - d)


<mask token>

<mask token>


def calculate_angle(a, b, c):
    a = np.array(a)
    b = np.array(b)
    c = np.array(c)
    radians = np.arctan2(c[1] - b[1], c[0] - b[0]) - np.arctan2(a[1] - b[1],
        a[0] - b[0])
    angle = np.abs(radians * 180.0 / np.pi)
    if angle > 180.0:
        angle = 360 - angle
    return angle


def dt(s1, s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    path = dtw.warping_path(s1, s2)
    dtwvis.plot_warping(s1, s2, path)
    dist = dtw.distance(s1, s2)
    dist_n = dtw.distance(s1 / np.linalg.norm(s1), s2 / np.linalg.norm(s2))
    print(dist, dist_n)
    dist = 100 * (1 - dist)
    dist_n = 100 * (1 - dist_n)
    return dist, dist_n


def dt_n(s1, s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    d = dtw_ndim.distance(s1, s2)
    return 100 * (1 - d)


<mask token>
with mp_pose.Pose(min_detection_confidence=0.5, min_tracking_confidence=0.5
    ) as pose:
    while cap.isOpened():
        ret, frame = cap.read()
        if not ret:
            break
        frameWidth = frame.shape[1]
        frameHeight = frame.shape[0]
        image = frame.copy()
        image.flags.writeable = False
        image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
        results = pose.process(image)
        image.flags.writeable = True
        image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)
        try:
            landmarks = results.pose_landmarks.landmark
            shoulder = [landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value]
                .x, landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value].y]
            elbow = [landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].y]
            wrist = [landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].y]
            hip = [landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].y]
            knee = [landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].y]
            r_shoulder = [landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.
                value].x, landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.
                value].y]
            r_elbow = [landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].y]
            r_wrist = [landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].y]
            r_hip = [landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].y]
            r_knee = [landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].y]
            angle_elbow = calculate_angle(shoulder, elbow, wrist)
            angle_shoulder = calculate_angle(hip, shoulder, elbow)
            angle_hip = calculate_angle(knee, hip, shoulder)
            r_angle_elbow = calculate_angle(r_shoulder, r_elbow, r_wrist)
            r_angle_shoulder = calculate_angle(r_hip, r_shoulder, r_elbow)
            r_angle_hip = calculate_angle(r_knee, r_hip, r_shoulder)
            k = [angle_shoulder, angle_hip, angle_elbow, r_angle_elbow,
                r_angle_hip, r_angle_shoulder]
            l.append(k)
            elbow_list.append(angle_elbow)
            shoulder_list.append(angle_shoulder)
            cv2.putText(image, str(int(angle_elbow)), tuple(np.multiply(
                elbow, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_shoulder)), tuple(np.multiply(
                shoulder, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_hip)), tuple(np.multiply(hip,
                [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_elbow)), tuple(np.multiply(
                r_elbow, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_shoulder)), tuple(np.
                multiply(r_shoulder, [frameWidth, frameHeight]).astype(int)
                ), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.
                LINE_AA)
            cv2.putText(image, str(int(r_angle_hip)), tuple(np.multiply(
                r_hip, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
        except:
            print('not detected')
            pass
        mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_pose.
            POSE_CONNECTIONS)
        cv2.imshow('Mediapipe Feed', image)
        if cv2.waitKey(10) & 255 == ord('q'):
            break
    cap.release()
    cv2.destroyAllWindows()
    print(l)
    arr = np.array(l)
    print(arr.size)
    print(f'fgrfg{dt_n(ang, l)}')

<mask token>


def calculate_angle(a, b, c):
    a = np.array(a)
    b = np.array(b)
    c = np.array(c)
    radians = np.arctan2(c[1] - b[1], c[0] - b[0]) - np.arctan2(a[1] - b[1],
        a[0] - b[0])
    angle = np.abs(radians * 180.0 / np.pi)
    if angle > 180.0:
        angle = 360 - angle
    return angle


def dt(s1, s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    path = dtw.warping_path(s1, s2)
    dtwvis.plot_warping(s1, s2, path)
    dist = dtw.distance(s1, s2)
    dist_n = dtw.distance(s1 / np.linalg.norm(s1), s2 / np.linalg.norm(s2))
    print(dist, dist_n)
    dist = 100 * (1 - dist)
    dist_n = 100 * (1 - dist_n)
    return dist, dist_n


def dt_n(s1, s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    d = dtw_ndim.distance(s1, s2)
    return 100 * (1 - d)


ang = [[62.23110644579355, 114.91755777840365, 177.4350020268406, 
    170.57994296760288, 158.6436524320806, 149.07936280816372], [
    63.928166810477876, 113.12491832068903, 177.4576733117364, 
    172.82084516478983, 157.67165669069348, 149.51377443967013], [
    65.2722965171061, 111.72635004265354, 177.4541466031206, 
    172.62180630867263, 157.07714757321153, 149.3781609417674], [
    66.52695029802243, 110.62678084656659, 177.3518198835386, 
    172.7584579161694, 156.66577404844327, 149.576717219901], [
    67.81516230545354, 109.31343720473645, 177.45705473605838, 
    172.66600415352784, 156.29215833200547, 149.55677784301423], [
    68.4562217173642, 108.53315669640916, 177.65056846159902, 
    172.32440358970842, 156.09216166124915, 149.22627925350602], [
    68.69109012102942, 108.2071729424269, 177.68334497265684, 
    172.08404555236123, 156.00536128701026, 149.0614323099153], [
    68.77744653627106, 107.92172639663119, 177.5851106358978, 
    171.26761609534088, 155.98219877565066, 149.11392876522098], [
    68.54679874301266, 107.81681640765345, 177.72091726257372, 
    170.5125626580572, 156.03413963751086, 149.11583049545553], [
    68.19490573096958, 107.83056275413172, 177.96602301684956, 
    169.81315055365766, 156.09016670581408, 149.11646661070517], [
    67.72147402267817, 108.04254810622618, 178.05314155482148, 
    169.27580834059484, 156.09399694740102, 149.20343100714422], [
    67.46991256672584, 108.0803908712889, 178.07434191654193, 
    169.08726919012085, 156.08650062974579, 149.20825302983488], [
    67.45474445830874, 107.9725081209317, 178.03036277561893, 
    169.19658419802937, 156.08840826649595, 149.2587107910356], [
    67.28610757907725, 108.0988336380461, 178.0111754650743, 
    169.2908038101263, 156.09239101393305, 149.2551260290156], [
    66.94624283539835, 108.20539777835751, 178.50256133178877, 
    169.44263573498202, 156.17354092588934, 149.59035889805], [
    67.01176975532073, 108.18263506425164, 178.59714245447455, 
    169.55216145319227, 156.21527848418233, 149.90477434475292], [
    67.02527027542553, 108.173163950099, 178.64698545485575, 
    169.75763651575, 156.20139115420292, 150.04199714768225], [
    67.47256581272717, 107.84526377412496, 178.6455620136217, 
    169.81488688575607, 156.09891861047265, 149.82396795310893], [
    67.85367502900705, 107.58850229664553, 178.5596867491343, 
    169.6610471202376, 156.1079888265767, 149.80406856327033], [
    67.81114271627523, 107.66099993675212, 178.57682078647392, 
    169.6212713311563, 156.11342415406463, 149.7849742978979], [
    68.0769866693797, 107.39321418118307, 178.58055103489264, 
    169.5996857969134, 156.080327168048, 149.73203593466653], [
    68.18882533892014, 107.28884816382161, 178.59721055029368, 
    169.37639291133718, 156.0660264990181, 149.64150392554558], [
    68.18484793113937, 107.2155273805901, 178.75309714194742, 
    168.90050550908606, 156.03066927507842, 149.45769012246504], [
    68.33744606139726, 107.03662641996175, 178.80919769891673, 
    168.7416425852924, 155.97009268741897, 149.390255716121], [
    68.40872608205844, 106.94629765598114, 178.8526211989877, 
    168.62145902257794, 155.93358802420607, 149.44040784589598], [
    68.37770273714946, 106.84411354519843, 179.0086737551904, 
    168.43726544699908, 155.90682955952875, 149.5000000112173], [
    68.36465237307073, 106.85487109519781, 179.04105368235477, 
    168.33389484119772, 155.92861055420892, 149.62242498199615], [
    68.24701587781719, 106.88741044409767, 178.97187338951696, 
    168.1987286974345, 155.92713396471783, 149.6862051178732], [
    68.10859762187279, 106.90966135373336, 178.82383361589177, 
    168.13014285801387, 155.92249426949493, 149.6402831774496], [
    68.11147307067034, 106.83626644045522, 178.72875281030485, 
    167.75878989572055, 155.91359015659341, 149.43845282114518], [
    67.85690028356666, 107.0425779347535, 178.659448563982, 
    167.36655841832408, 155.9828245489388, 149.26328297618053], [
    67.48519943318617, 107.4135907349586, 178.6158595134901, 
    166.9897629195563, 156.06765519692314, 148.96555361103964], [
    67.10996235137989, 107.8499547906565, 178.49616666208948, 
    166.89145597919222, 156.14899531558504, 148.6419525210001], [
    67.05338835820803, 107.94736160258546, 178.38222393330912, 
    166.95388828513433, 156.22182013571182, 148.3985741245744], [
    67.09210579944963, 108.01227507593528, 178.33626984143444, 
    166.93872466325413, 156.32068295981566, 147.98391167680066], [
    66.94760812447143, 108.30166179749469, 178.3541996090344, 
    167.46449555030642, 156.52846055878067, 148.04152919283965], [
    66.92772118915863, 108.65545961068682, 178.23492691596908, 
    168.11949537747412, 156.68668899098935, 148.07083287463996], [
    66.63639639304809, 109.12264724045495, 178.35505297638122, 
    168.85721832794084, 156.77426729149178, 148.0748695689321], [
    66.3527788767409, 109.49760352136532, 178.5211269463873, 
    168.99604896592905, 156.8539654393756, 148.01920464566146], [
    66.02588339765053, 109.89209099479883, 178.6952373193836, 
    168.97718617580372, 157.02889490204618, 148.06680621085192], [
    65.91869307346388, 110.10575084335497, 178.74081112146627, 
    169.29171853754022, 157.13212135863617, 148.09802323674342], [
    65.90784169070945, 110.24712273629952, 178.64037919989835, 
    169.86005893059212, 157.15515414329337, 147.9655021296533], [
    66.04114517831262, 110.33055664674184, 178.39034421946326, 
    170.1615050987865, 157.1726551027397, 147.90635210875914], [
    65.89441983041746, 110.57794630696883, 178.29354472794373, 
    170.43724706673333, 157.21520891931138, 147.95312132627197], [
    65.8850883077429, 110.6147581023583, 178.32412772166063, 
    170.31526558649608, 157.23155432558158, 147.95576120286609], [
    65.84669527021558, 110.50641118959791, 178.48791763913525, 
    170.10553555290434, 157.23723476357438, 147.94688149693653], [
    65.74425655905512, 110.36517090787744, 178.73210220221137, 
    169.9277591933023, 157.2170789664221, 147.8263828702903], [
    65.83401585374558, 110.19309265898637, 178.74452458298578, 
    169.78284632805563, 157.16787778514538, 147.74742043223384], [
    65.96795487012282, 109.84709725839286, 178.80121894071507, 
    169.4676325408473, 157.07277402082764, 147.63326333377603], [
    66.29354080919137, 109.39982336496286, 178.66750815308066, 
    168.99859447949, 157.00758368283255, 147.529554227168], [
    66.37743995378781, 109.18526226752807, 178.54184769521464, 
    168.1545352537601, 156.92630161296893, 147.39812978870359], [
    66.38069342918358, 109.11125490026612, 178.3644494634909, 
    167.0484609070611, 156.8732418908369, 147.33319710446074], [
    66.36936237419431, 109.01643630823237, 178.16085259595596, 
    166.36291583566745, 156.79587128327063, 147.30495885546452], [
    66.33297666859991, 108.977358225795, 177.96147015262514, 
    166.10394514730686, 156.6741567165413, 147.26378035723147], [
    66.38309290814125, 108.8393958034324, 177.83650231259278, 
    166.04881140639444, 156.63246233685658, 147.3399056931943], [
    66.4145703295905, 108.76891125693555, 177.7263576974097, 
    165.85632227401712, 156.59785947351338, 147.4393332186674], [
    66.39562332848203, 108.78457271396567, 177.63842493223208, 
    165.63203937654995, 156.56385417971646, 147.48177578303498], [
    66.41336718447357, 108.76763008765572, 177.6054499892477, 
    165.52141504159434, 156.55124322110638, 147.507954158513], [
    66.417271907856, 108.76668836118135, 177.60984376336006, 
    165.4878668314294, 156.56063349482923, 147.52938241745363], [
    66.44770579846043, 108.73887571151464, 177.6056088573827, 
    165.48049652387047, 156.5518395052433, 147.49879742774505], [
    66.4369416845148, 108.75629839749458, 177.62959342154522, 
    165.3885204505525, 156.5574745495777, 147.43285254820563], [
    66.42973069220288, 108.7806249621314, 177.68575974304693, 
    165.4432559306296, 156.57252145163739, 147.41001372336555], [
    66.40432385598798, 108.8424492073904, 177.7536438284817, 
    165.7948644530909, 156.627634813123, 147.37655132651037], [
    66.38454075276691, 108.87184649670007, 177.84246097880663, 
    166.3296072354921, 156.6508060193762, 147.24953757309055], [
    66.33984452553312, 108.91980400796716, 177.9230243751961, 
    166.75257473801997, 156.69032488232517, 147.21657948449496], [
    66.31800032319423, 108.96142059053786, 177.97446200772225, 
    167.1634504504637, 156.74094381252607, 147.21351136437724], [
    66.31172429971122, 109.01396222057662, 177.9960732308254, 
    167.6757956683216, 156.79196906363003, 147.14688167295822], [
    66.29621669390588, 109.0657589101679, 178.00599733647516, 
    167.6973661783785, 156.84792467900985, 146.9200101321312], [
    66.29420952617282, 109.08093479197798, 178.0127846163168, 
    167.768932410883, 156.87996926887342, 146.80870921578295], [
    66.30644577823273, 109.09194401051839, 177.97366731984602, 
    167.79382198617586, 156.92208719686732, 146.69715581810246], [
    66.31193214253899, 109.07501374109823, 177.97020011227485, 
    167.91851062250515, 156.95093649483303, 146.64860665371862], [
    66.3471583295283, 109.06297998684038, 177.90675497941584, 
    167.97215578562526, 156.9784420354869, 146.6444171962525], [
    66.3917889179525, 109.08551622870094, 177.83967080370218, 
    168.03789093295563, 157.01596606288064, 146.69508269069843], [
    66.43282812086139, 109.16747086552823, 177.71365994276175, 
    168.06062447353307, 157.0678193161134, 146.7546348736735], [
    66.45836559793068, 109.20954528833418, 177.6455681857147, 
    168.16134802851454, 157.10675957435961, 146.82800462271126], [
    66.49821097346653, 109.2688067143144, 177.55714871469303, 
    168.3736624768861, 157.13339118804942, 146.9660821820869], [
    66.53307576577167, 109.3086506204448, 177.51897149459538, 
    168.5414716967927, 157.1359536109635, 147.09259628243515], [
    66.58403783060929, 109.32788736625042, 177.44139881810418, 
    168.70756112398212, 157.13713352477993, 147.22941295769078], [
    66.6539918623122, 109.28798888316786, 177.44434588891906, 
    168.64983855557367, 157.13844275908346, 147.31115110713648], [
    66.73798725220989, 109.19914555573747, 177.44492740846468, 
    168.67652279342445, 157.11035154180564, 147.37151621346615], [
    66.82531378527955, 109.11838923722154, 177.4419778863643, 
    168.73169081591143, 157.05492950630702, 147.38509094170655], [
    66.88777428953895, 109.07779979308192, 177.4507758764713, 
    168.56822375445873, 157.02425892053645, 147.32888368506417], [
    66.94084602125753, 109.02298704563498, 177.4586624793804, 
    168.3557290827364, 157.00309131242665, 147.29026578322274], [
    66.99896850031193, 108.99412086680084, 177.45888783171662, 
    168.13085614912438, 156.97405612756214, 147.25665182293923], [
    67.03182939802703, 108.96022970068915, 177.457364585871, 
    167.95902517357854, 156.91529271726458, 147.24184861488783], [
    66.97990356684717, 108.97847326824764, 177.48467839501583, 
    167.70101719321994, 156.89455444074477, 147.2642332072322], [
    67.04241320442048, 108.91786876889353, 177.47001294397978, 
    167.44832804842557, 156.86517766480398, 147.28447282646187], [
    67.05846191798838, 108.88373791235645, 177.4793577277296, 
    167.3341864163605, 156.85978003466158, 147.3210051152205], [
    67.08054423890229, 108.84974681408316, 177.48886353333958, 
    167.11634069813078, 156.8568249401495, 147.3447598736903], [
    67.14342669062314, 108.75794708668685, 177.5058814358816, 
    166.8940645587712, 156.84363235559525, 147.34877219700203], [
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    158.88851404307195, 177.13345277316918, 179.17597266158162, 
    115.3747234365577, 58.55427886076175], [146.3509356166714, 
    158.86132664259017, 177.09384398683983, 179.2272486173343, 
    115.33679805421741, 58.589311220552986], [146.29416415323053, 
    158.84802747472028, 177.04311314987035, 179.25224265279246, 
    115.35621854750573, 58.57012402378403], [146.17048275343612, 
    158.8529752982879, 176.79969757103675, 179.30774159022297, 
    115.36384733449793, 58.56187761171113], [146.1373081304773, 
    158.8488628995159, 176.76409105474426, 179.32169436122564, 
    115.36226780742189, 58.566954873639965], [146.0672859382161, 
    158.837004533503, 176.67737947074517, 179.36232824643716, 
    115.41221394746779, 58.52493096789892], [146.03783656401856, 
    158.83623721780276, 176.63252131455684, 179.51766390506396, 
    115.38435806250371, 58.53113170187723], [146.0751242775124, 
    158.82823075742158, 176.74625268368808, 179.5870426246404, 
    115.36550723093129, 58.55032711121513], [146.02809258028245, 
    158.81507042432867, 176.6994134916968, 179.61892554996027, 
    115.34004140929096, 58.563331334088424], [145.94669380914192, 
    158.78362897150097, 176.64689965467488, 179.64039064101118, 
    115.3068952349378, 58.628578752856306], [145.78674675241777, 
    158.71968378248823, 176.54892863181993, 179.7640564356758, 
    115.17566805144736, 58.708255851071506], [145.66101257682325, 
    158.64390343743827, 176.46164317274125, 179.82499837367138, 
    115.0921925601765, 58.7598644920502], [145.55068901498348, 
    158.5883796635416, 176.41616728908411, 179.90609869095573, 
    114.8827382032145, 58.971622594665], [145.44969700368236, 
    158.5529713430556, 176.34406100116314, 179.91708113706326, 
    114.7536932829193, 59.090549405547364], [145.34710826549824, 
    158.53217263576238, 176.22210361136777, 179.95696017330954, 
    114.7510931724085, 59.09203312345323], [145.20604632967266, 
    158.47557973744307, 176.1373426831845, 179.89711999178166, 
    114.72459054575447, 58.97990801533031], [145.11316084857995, 
    158.443828582627, 176.0762803126536, 179.83088023633942, 
    114.69572002695608, 58.989825240347045], [145.12809356801247, 
    158.4404515184979, 176.12222758439523, 179.80591263007022, 
    114.68473917301927, 59.00094670292731], [145.10061330739433, 
    158.41360258705112, 176.19100442422555, 179.78790309769, 
    114.65757406392837, 59.016303657725715], [145.08731216437826, 
    158.38441621159862, 176.27482885125988, 179.80621481636027, 
    114.643091628522, 59.045663163160874], [145.06887052072767, 
    158.38007454875813, 176.35337755770064, 179.81281746367432, 
    114.6348626422751, 59.06710019556183], [145.07220234789827, 
    158.38019483905208, 176.59942198158814, 179.80095621284482, 
    114.60872257635495, 59.08864595396163], [145.05579717624113, 
    158.38025930124235, 176.75676068108092, 179.78196094092957, 
    114.63400268690773, 59.05707768502414], [145.0169589885626, 
    158.3996139668632, 176.9121216544474, 179.7457342895658, 
    114.64195816767847, 59.06113757125394], [144.9733953326274, 
    158.4074898343911, 176.89749943195324, 179.7723896691969, 
    114.5910947211668, 59.14308720754998], [144.8884007598287, 
    158.44136014523207, 176.77267202349043, 179.7992809231477, 
    114.565971404023, 59.19128422374158], [144.74857788569471, 
    158.48557020541443, 176.48982877204867, 179.80079255609155, 
    114.57564914814236, 59.19893398531629], [144.62889747506404, 
    158.49308369556482, 176.30103635763388, 179.766916230067, 
    114.57962111140105, 59.21486282526452], [144.6234909649711, 
    158.51174341300558, 176.2623698482561, 179.70856932930954, 
    114.5819986053161, 59.26094729686366], [144.6715438269375, 
    158.54575309901506, 176.2728001539561, 179.70780750454173, 
    114.61900480343147, 59.27600716239842], [144.67625356622395, 
    158.57801199161295, 176.17219525671388, 179.6060308327672, 
    114.64426362298079, 59.282154264458654], [144.62697474559351, 
    158.5981506587916, 176.09955023291369, 179.5709908371278, 
    114.62988052265453, 59.33650201934673], [144.6074038757818, 
    158.64123495605097, 176.02559043803618, 179.53881157424578, 
    114.6474890721666, 59.357533272884226], [144.6681840761848, 
    158.6998394011099, 176.0438090601407, 179.50147721918495, 
    114.6801837372636, 59.375539046584585], [144.6078791554307, 
    158.75130941585928, 175.96176118897037, 179.45973878493325, 
    114.69660575360481, 59.40457781956911], [144.49992904214966, 
    158.77595834434578, 175.7352496922084, 179.32229525065307, 
    114.68731261147687, 59.42146934835299], [144.5262663365756, 
    158.79988915253375, 175.71293689780092, 179.20471922395345, 
    114.68071340359441, 59.42507246373069], [144.53797386855297, 
    158.80409980574305, 175.5399446668738, 179.1679309912107, 
    114.66220789726825, 59.45818306406927], [144.59488998328368, 
    158.81127706494328, 175.33722279438373, 179.1524830325637, 
    114.63302438421115, 59.50796408701043], [144.6692761254651, 
    158.78238617510732, 175.37817062094652, 179.13487255890072, 
    114.54876476869492, 59.61608147288789], [144.8851733236311, 
    158.73807161654682, 175.57293928966396, 179.11104662759777, 
    114.46969578084469, 59.71032086587157], [145.04712461017402, 
    158.6998250591076, 175.62205409923595, 179.13598208552315, 
    114.43313519113951, 59.76843510519462], [145.16585608065853, 
    158.6568546137759, 175.6959288911747, 179.18570693513345, 
    114.40525653347837, 59.81808873671561], [145.22759616618657, 
    158.6453193587446, 175.61774012976358, 179.30134139614412, 
    114.42116047082976, 59.82699587779367], [145.32040432658414, 
    158.63865532478653, 175.77604005367687, 179.5258735425288, 
    114.42541270008502, 59.82191052192171], [145.31892484243838, 
    158.63639940269294, 175.72629197582077, 179.68544636769016, 
    114.50656046109358, 59.77626367397878], [145.2861110994946, 
    158.62840784516195, 175.696561384094, 179.75530658014384, 
    114.44420376841279, 59.846707533168825], [145.30568927403067, 
    158.6352898138992, 175.7235801520531, 179.91025237046495, 
    114.50897848414257, 59.83760405014183], [145.31536349902464, 
    158.63554906185348, 175.7902214994966, 179.920303165944, 
    114.61565306449711, 59.81287492541411], [145.29279437544244, 
    158.62757377402653, 175.8186290628386, 179.9145843940714, 
    114.68395377758824, 59.74534553520232], [145.23091724965644, 
    158.63346465266622, 175.73600614839873, 179.9014372520809, 
    114.70128810993717, 59.73996221236539], [145.10684075453943, 
    158.64888659082703, 175.5138348940662, 179.89552472352457, 
    114.74517444603177, 59.695538763756154], [145.00307848043292, 
    158.6468248554517, 175.34421039319676, 179.89825071396962, 
    114.7385760055075, 59.71878850228415], [144.9349858567029, 
    158.6369240423756, 175.17981369641072, 179.9800164125693, 
    114.72453658583407, 59.72833425470259], [144.88665163515108, 
    158.62446748477362, 175.07484280510826, 179.9232748200972, 
    114.70481383479569, 59.75261834000709], [144.8515711921819, 
    158.61696698517315, 174.97204551310796, 179.7954428435733, 
    114.72402771960984, 59.74760533214425], [144.79236260304333, 
    158.59792010281961, 174.91705353624542, 179.6115449566152, 
    114.72153096955861, 59.76414304827506], [144.7949998279972, 
    158.60562858643817, 174.8804600232016, 179.45492920519254, 
    114.71954263870944, 59.77449781359303], [144.8326969469445, 
    158.6170173964848, 174.93695948139035, 179.4602394137807, 
    114.71992331010651, 59.81787610653718], [144.83185336023035, 
    158.63733195205083, 174.93313085162285, 179.50787038601433, 
    114.76568118509618, 59.803076894474934], [144.82693581582805, 
    158.63544895819456, 174.93892423332684, 179.47718789410098, 
    114.7473157571338, 59.84771250763761], [144.83824032857518, 
    158.63443440580104, 175.1078780612245, 179.51875731241807, 
    114.76325806512668, 59.89654421285141], [144.82984805952717, 
    158.6276905608313, 175.2721958264567, 179.53943951167298, 
    114.71947713460631, 59.940999856858994], [144.8554493427214, 
    158.6218868887766, 175.38255961842734, 179.58429558585772, 
    114.72730502856234, 59.945967227110565], [144.86832569511716, 
    158.61898286618873, 175.50612990495563, 179.58322228857503, 
    114.69425286059104, 59.97519186248249], [144.85232959802863, 
    158.61908979626998, 175.70144410907002, 179.57915500435647, 
    114.76125953200727, 59.90379920223455], [144.83555777116166, 
    158.62381599700083, 175.80346434495505, 179.5708916684723, 
    114.79223422536879, 59.858009140297305], [144.82244426386356, 
    158.63980446377204, 175.91566012625745, 179.5855662671063, 
    114.84974237332403, 59.79647529440522], [144.72836512208107, 
    158.66119631764826, 175.85841227673706, 179.5930847694826, 
    114.93859591143797, 59.70643817302847], [144.6235494265032, 
    158.68433768118288, 175.7202361570236, 179.55839586623065, 
    114.97508575003482, 59.63657425653323], [144.63621113784558, 
    158.7067983442714, 175.74202797085536, 179.55203228152604, 
    114.9691937613988, 59.61804302054859], [144.3127616074068, 
    158.80150972430323, 175.3530549573401, 179.31870002251247, 
    114.89166658949625, 59.482350506520476], [144.18336341814336, 
    158.94243480152642, 175.1339881380851, 179.15607318546526, 
    115.01945245137469, 59.264343944118906], [144.13900983738506, 
    159.06136380570564, 174.92869928539503, 179.08864058650974, 
    115.05064202687203, 59.1939600870665], [144.27480238717962, 
    159.4505468145693, 174.41307563851433, 179.01718784938672, 
    115.56704807704867, 58.65198316577104], [144.49352540457983, 
    159.71105304816535, 174.44080709454676, 178.97603819411825, 
    116.03848390839997, 58.196748401730915], [144.90129695033013, 
    160.02279265292393, 174.57335262599912, 178.92138478444727, 
    116.69724273701593, 57.637861621667845], [145.03482147502908, 
    160.23548666544752, 174.79094904773046, 178.83790777223163, 
    116.93636277441698, 57.503512750628055], [145.25263172446347, 
    160.47333787976413, 175.1683733798673, 178.64618820246633, 
    117.26087097273631, 57.336251458465114], [146.0731371433829, 
    160.91129826518986, 176.11691340062953, 178.64978123882275, 
    117.51413669990632, 57.409034823936345], [146.37265377941662, 
    161.3080879011131, 176.34233737507756, 178.68216112195879, 
    117.70925607718937, 57.551412378420096], [147.0474462927574, 
    161.73938525118658, 176.87047713341016, 179.00504943900617, 
    118.05521307920321, 57.632955830991214], [147.50235291171356, 
    162.0055993645844, 177.2268165872139, 179.26710063719602, 
    118.2916827416802, 57.65643790734308], [147.73527152774943, 
    162.76399600559836, 176.35358009665856, 179.76029547630415, 
    119.9204976643002, 56.14906255354066], [148.75584092162066, 
    163.14519998976516, 177.0017459830823, 179.9315330380411, 
    120.91385280839586, 55.11446702652005], [149.13279480742833, 
    163.96965391236003, 176.33166665337689, 179.78674307624584, 
    123.13371017549989, 52.79092450221122], [149.45635927952776, 
    164.837051832922, 175.37266114487144, 179.95167473769442, 
    124.98030314193485, 50.81385877987508], [150.36375735911182, 
    165.75414441497452, 176.18228141956862, 179.88722679236974, 
    126.32757914538627, 49.0390508262401], [151.08695234408668, 
    166.51832469465722, 177.49828121210277, 179.9296685643247, 
    127.85557147401246, 47.244208759503124], [150.8193943096656, 
    167.47140992807823, 176.9720333842161, 179.76728845930256, 
    129.1738118414113, 45.87048316378438], [150.12338066484799, 
    168.59141266178065, 177.42221395218507, 179.75985967289668, 
    130.53454477217798, 44.78854258653046], [149.72872337569484, 
    169.75371395986045, 176.07514877043022, 178.1004779755403, 
    132.4676731568986, 43.518846519739014], [149.3782528318273, 
    170.53687956631614, 177.14620496599525, 177.74152571203533, 
    132.9679943008009, 44.72964443747484], [150.10389237078982, 
    171.50102784720582, 178.58400175933926, 177.30422279413543, 
    133.94610496667826, 45.928921731389124], [149.31520538012074, 
    171.89093710498034, 176.72319177138692, 177.3925753924794, 
    134.2988622111878, 45.82337353798102]]
mp_drawing = mp.solutions.drawing_utils
mp_pose = mp.solutions.pose
cap = cv2.VideoCapture('Kaustuk_Trik.mp4')
elbow_list = []
shoulder_list = []
l = []
with mp_pose.Pose(min_detection_confidence=0.5, min_tracking_confidence=0.5
    ) as pose:
    while cap.isOpened():
        ret, frame = cap.read()
        if not ret:
            break
        frameWidth = frame.shape[1]
        frameHeight = frame.shape[0]
        image = frame.copy()
        image.flags.writeable = False
        image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
        results = pose.process(image)
        image.flags.writeable = True
        image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)
        try:
            landmarks = results.pose_landmarks.landmark
            shoulder = [landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value]
                .x, landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value].y]
            elbow = [landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].y]
            wrist = [landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].y]
            hip = [landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].y]
            knee = [landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].y]
            r_shoulder = [landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.
                value].x, landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.
                value].y]
            r_elbow = [landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].y]
            r_wrist = [landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].y]
            r_hip = [landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].y]
            r_knee = [landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].y]
            angle_elbow = calculate_angle(shoulder, elbow, wrist)
            angle_shoulder = calculate_angle(hip, shoulder, elbow)
            angle_hip = calculate_angle(knee, hip, shoulder)
            r_angle_elbow = calculate_angle(r_shoulder, r_elbow, r_wrist)
            r_angle_shoulder = calculate_angle(r_hip, r_shoulder, r_elbow)
            r_angle_hip = calculate_angle(r_knee, r_hip, r_shoulder)
            k = [angle_shoulder, angle_hip, angle_elbow, r_angle_elbow,
                r_angle_hip, r_angle_shoulder]
            l.append(k)
            elbow_list.append(angle_elbow)
            shoulder_list.append(angle_shoulder)
            cv2.putText(image, str(int(angle_elbow)), tuple(np.multiply(
                elbow, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_shoulder)), tuple(np.multiply(
                shoulder, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_hip)), tuple(np.multiply(hip,
                [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_elbow)), tuple(np.multiply(
                r_elbow, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_shoulder)), tuple(np.
                multiply(r_shoulder, [frameWidth, frameHeight]).astype(int)
                ), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.
                LINE_AA)
            cv2.putText(image, str(int(r_angle_hip)), tuple(np.multiply(
                r_hip, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
        except:
            print('not detected')
            pass
        mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_pose.
            POSE_CONNECTIONS)
        cv2.imshow('Mediapipe Feed', image)
        if cv2.waitKey(10) & 255 == ord('q'):
            break
    cap.release()
    cv2.destroyAllWindows()
    print(l)
    arr = np.array(l)
    print(arr.size)
    print(f'fgrfg{dt_n(ang, l)}')

import cv2
import mediapipe as mp
import numpy as np
from dtaidistance import dtw
from dtaidistance import dtw_visualisation as dtwvis
from dtaidistance import dtw_ndim
import matplotlib.pyplot as plt


def calculate_angle(a, b, c):
    a = np.array(a)
    b = np.array(b)
    c = np.array(c)
    radians = np.arctan2(c[1] - b[1], c[0] - b[0]) - np.arctan2(a[1] - b[1],
        a[0] - b[0])
    angle = np.abs(radians * 180.0 / np.pi)
    if angle > 180.0:
        angle = 360 - angle
    return angle


def dt(s1, s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    path = dtw.warping_path(s1, s2)
    dtwvis.plot_warping(s1, s2, path)
    dist = dtw.distance(s1, s2)
    dist_n = dtw.distance(s1 / np.linalg.norm(s1), s2 / np.linalg.norm(s2))
    print(dist, dist_n)
    dist = 100 * (1 - dist)
    dist_n = 100 * (1 - dist_n)
    return dist, dist_n


def dt_n(s1, s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    d = dtw_ndim.distance(s1, s2)
    return 100 * (1 - d)


ang = [[62.23110644579355, 114.91755777840365, 177.4350020268406, 
    170.57994296760288, 158.6436524320806, 149.07936280816372], [
    63.928166810477876, 113.12491832068903, 177.4576733117364, 
    172.82084516478983, 157.67165669069348, 149.51377443967013], [
    65.2722965171061, 111.72635004265354, 177.4541466031206, 
    172.62180630867263, 157.07714757321153, 149.3781609417674], [
    66.52695029802243, 110.62678084656659, 177.3518198835386, 
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    158.6352898138992, 175.7235801520531, 179.91025237046495, 
    114.50897848414257, 59.83760405014183], [145.31536349902464, 
    158.63554906185348, 175.7902214994966, 179.920303165944, 
    114.61565306449711, 59.81287492541411], [145.29279437544244, 
    158.62757377402653, 175.8186290628386, 179.9145843940714, 
    114.68395377758824, 59.74534553520232], [145.23091724965644, 
    158.63346465266622, 175.73600614839873, 179.9014372520809, 
    114.70128810993717, 59.73996221236539], [145.10684075453943, 
    158.64888659082703, 175.5138348940662, 179.89552472352457, 
    114.74517444603177, 59.695538763756154], [145.00307848043292, 
    158.6468248554517, 175.34421039319676, 179.89825071396962, 
    114.7385760055075, 59.71878850228415], [144.9349858567029, 
    158.6369240423756, 175.17981369641072, 179.9800164125693, 
    114.72453658583407, 59.72833425470259], [144.88665163515108, 
    158.62446748477362, 175.07484280510826, 179.9232748200972, 
    114.70481383479569, 59.75261834000709], [144.8515711921819, 
    158.61696698517315, 174.97204551310796, 179.7954428435733, 
    114.72402771960984, 59.74760533214425], [144.79236260304333, 
    158.59792010281961, 174.91705353624542, 179.6115449566152, 
    114.72153096955861, 59.76414304827506], [144.7949998279972, 
    158.60562858643817, 174.8804600232016, 179.45492920519254, 
    114.71954263870944, 59.77449781359303], [144.8326969469445, 
    158.6170173964848, 174.93695948139035, 179.4602394137807, 
    114.71992331010651, 59.81787610653718], [144.83185336023035, 
    158.63733195205083, 174.93313085162285, 179.50787038601433, 
    114.76568118509618, 59.803076894474934], [144.82693581582805, 
    158.63544895819456, 174.93892423332684, 179.47718789410098, 
    114.7473157571338, 59.84771250763761], [144.83824032857518, 
    158.63443440580104, 175.1078780612245, 179.51875731241807, 
    114.76325806512668, 59.89654421285141], [144.82984805952717, 
    158.6276905608313, 175.2721958264567, 179.53943951167298, 
    114.71947713460631, 59.940999856858994], [144.8554493427214, 
    158.6218868887766, 175.38255961842734, 179.58429558585772, 
    114.72730502856234, 59.945967227110565], [144.86832569511716, 
    158.61898286618873, 175.50612990495563, 179.58322228857503, 
    114.69425286059104, 59.97519186248249], [144.85232959802863, 
    158.61908979626998, 175.70144410907002, 179.57915500435647, 
    114.76125953200727, 59.90379920223455], [144.83555777116166, 
    158.62381599700083, 175.80346434495505, 179.5708916684723, 
    114.79223422536879, 59.858009140297305], [144.82244426386356, 
    158.63980446377204, 175.91566012625745, 179.5855662671063, 
    114.84974237332403, 59.79647529440522], [144.72836512208107, 
    158.66119631764826, 175.85841227673706, 179.5930847694826, 
    114.93859591143797, 59.70643817302847], [144.6235494265032, 
    158.68433768118288, 175.7202361570236, 179.55839586623065, 
    114.97508575003482, 59.63657425653323], [144.63621113784558, 
    158.7067983442714, 175.74202797085536, 179.55203228152604, 
    114.9691937613988, 59.61804302054859], [144.3127616074068, 
    158.80150972430323, 175.3530549573401, 179.31870002251247, 
    114.89166658949625, 59.482350506520476], [144.18336341814336, 
    158.94243480152642, 175.1339881380851, 179.15607318546526, 
    115.01945245137469, 59.264343944118906], [144.13900983738506, 
    159.06136380570564, 174.92869928539503, 179.08864058650974, 
    115.05064202687203, 59.1939600870665], [144.27480238717962, 
    159.4505468145693, 174.41307563851433, 179.01718784938672, 
    115.56704807704867, 58.65198316577104], [144.49352540457983, 
    159.71105304816535, 174.44080709454676, 178.97603819411825, 
    116.03848390839997, 58.196748401730915], [144.90129695033013, 
    160.02279265292393, 174.57335262599912, 178.92138478444727, 
    116.69724273701593, 57.637861621667845], [145.03482147502908, 
    160.23548666544752, 174.79094904773046, 178.83790777223163, 
    116.93636277441698, 57.503512750628055], [145.25263172446347, 
    160.47333787976413, 175.1683733798673, 178.64618820246633, 
    117.26087097273631, 57.336251458465114], [146.0731371433829, 
    160.91129826518986, 176.11691340062953, 178.64978123882275, 
    117.51413669990632, 57.409034823936345], [146.37265377941662, 
    161.3080879011131, 176.34233737507756, 178.68216112195879, 
    117.70925607718937, 57.551412378420096], [147.0474462927574, 
    161.73938525118658, 176.87047713341016, 179.00504943900617, 
    118.05521307920321, 57.632955830991214], [147.50235291171356, 
    162.0055993645844, 177.2268165872139, 179.26710063719602, 
    118.2916827416802, 57.65643790734308], [147.73527152774943, 
    162.76399600559836, 176.35358009665856, 179.76029547630415, 
    119.9204976643002, 56.14906255354066], [148.75584092162066, 
    163.14519998976516, 177.0017459830823, 179.9315330380411, 
    120.91385280839586, 55.11446702652005], [149.13279480742833, 
    163.96965391236003, 176.33166665337689, 179.78674307624584, 
    123.13371017549989, 52.79092450221122], [149.45635927952776, 
    164.837051832922, 175.37266114487144, 179.95167473769442, 
    124.98030314193485, 50.81385877987508], [150.36375735911182, 
    165.75414441497452, 176.18228141956862, 179.88722679236974, 
    126.32757914538627, 49.0390508262401], [151.08695234408668, 
    166.51832469465722, 177.49828121210277, 179.9296685643247, 
    127.85557147401246, 47.244208759503124], [150.8193943096656, 
    167.47140992807823, 176.9720333842161, 179.76728845930256, 
    129.1738118414113, 45.87048316378438], [150.12338066484799, 
    168.59141266178065, 177.42221395218507, 179.75985967289668, 
    130.53454477217798, 44.78854258653046], [149.72872337569484, 
    169.75371395986045, 176.07514877043022, 178.1004779755403, 
    132.4676731568986, 43.518846519739014], [149.3782528318273, 
    170.53687956631614, 177.14620496599525, 177.74152571203533, 
    132.9679943008009, 44.72964443747484], [150.10389237078982, 
    171.50102784720582, 178.58400175933926, 177.30422279413543, 
    133.94610496667826, 45.928921731389124], [149.31520538012074, 
    171.89093710498034, 176.72319177138692, 177.3925753924794, 
    134.2988622111878, 45.82337353798102]]
mp_drawing = mp.solutions.drawing_utils
mp_pose = mp.solutions.pose
cap = cv2.VideoCapture('Kaustuk_Trik.mp4')
elbow_list = []
shoulder_list = []
l = []
with mp_pose.Pose(min_detection_confidence=0.5, min_tracking_confidence=0.5
    ) as pose:
    while cap.isOpened():
        ret, frame = cap.read()
        if not ret:
            break
        frameWidth = frame.shape[1]
        frameHeight = frame.shape[0]
        image = frame.copy()
        image.flags.writeable = False
        image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
        results = pose.process(image)
        image.flags.writeable = True
        image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)
        try:
            landmarks = results.pose_landmarks.landmark
            shoulder = [landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value]
                .x, landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value].y]
            elbow = [landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].y]
            wrist = [landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].y]
            hip = [landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].y]
            knee = [landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].x,
                landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].y]
            r_shoulder = [landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.
                value].x, landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.
                value].y]
            r_elbow = [landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].y]
            r_wrist = [landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].y]
            r_hip = [landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].y]
            r_knee = [landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].x,
                landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].y]
            angle_elbow = calculate_angle(shoulder, elbow, wrist)
            angle_shoulder = calculate_angle(hip, shoulder, elbow)
            angle_hip = calculate_angle(knee, hip, shoulder)
            r_angle_elbow = calculate_angle(r_shoulder, r_elbow, r_wrist)
            r_angle_shoulder = calculate_angle(r_hip, r_shoulder, r_elbow)
            r_angle_hip = calculate_angle(r_knee, r_hip, r_shoulder)
            k = [angle_shoulder, angle_hip, angle_elbow, r_angle_elbow,
                r_angle_hip, r_angle_shoulder]
            l.append(k)
            elbow_list.append(angle_elbow)
            shoulder_list.append(angle_shoulder)
            cv2.putText(image, str(int(angle_elbow)), tuple(np.multiply(
                elbow, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_shoulder)), tuple(np.multiply(
                shoulder, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_hip)), tuple(np.multiply(hip,
                [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_elbow)), tuple(np.multiply(
                r_elbow, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_shoulder)), tuple(np.
                multiply(r_shoulder, [frameWidth, frameHeight]).astype(int)
                ), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.
                LINE_AA)
            cv2.putText(image, str(int(r_angle_hip)), tuple(np.multiply(
                r_hip, [frameWidth, frameHeight]).astype(int)), cv2.
                FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
        except:
            print('not detected')
            pass
        mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_pose.
            POSE_CONNECTIONS)
        cv2.imshow('Mediapipe Feed', image)
        if cv2.waitKey(10) & 255 == ord('q'):
            break
    cap.release()
    cv2.destroyAllWindows()
    print(l)
    arr = np.array(l)
    print(arr.size)
    print(f'fgrfg{dt_n(ang, l)}')

import cv2
import mediapipe as mp
import numpy as np
from dtaidistance import dtw
from dtaidistance import dtw_visualisation as dtwvis
from dtaidistance import dtw_ndim
import matplotlib.pyplot as plt


def calculate_angle(a, b, c):
    a = np.array(a)  # First
    b = np.array(b)  # Mid
    c = np.array(c)  # End

    radians = np.arctan2(c[1] - b[1], c[0] - b[0]) - np.arctan2(a[1] - b[1], a[0] - b[0])
    angle = np.abs(radians * 180.0 / np.pi)

    if angle > 180.0:
       angle = 360 - angle

    return angle


def dt(s1,s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    path = dtw.warping_path(s1, s2)
    dtwvis.plot_warping(s1, s2, path)
    dist = dtw.distance(s1,s2)
    dist_n = dtw.distance(s1/np.linalg.norm(s1),s2/np.linalg.norm(s2))
    print(dist,dist_n)
    dist = 100*(1-dist)
    dist_n = 100*(1-dist_n)
    return dist,dist_n

def dt_n(s1,s2):
    s1 = np.array(s1)
    s2 = np.array(s2)
    d = dtw_ndim.distance(s1, s2)
    return 100*(1-d)


ang = [[62.23110644579355, 114.91755777840365, 177.4350020268406, 170.57994296760288, 158.6436524320806, 149.07936280816372], [63.928166810477876, 113.12491832068903, 177.4576733117364, 172.82084516478983, 157.67165669069348, 149.51377443967013], [65.2722965171061, 111.72635004265354, 177.4541466031206, 172.62180630867263, 157.07714757321153, 149.3781609417674], [66.52695029802243, 110.62678084656659, 177.3518198835386, 172.7584579161694, 156.66577404844327, 149.576717219901], [67.81516230545354, 109.31343720473645, 177.45705473605838, 172.66600415352784, 156.29215833200547, 149.55677784301423], [68.4562217173642, 108.53315669640916, 177.65056846159902, 172.32440358970842, 156.09216166124915, 149.22627925350602], [68.69109012102942, 108.2071729424269, 177.68334497265684, 172.08404555236123, 156.00536128701026, 149.0614323099153], [68.77744653627106, 107.92172639663119, 177.5851106358978, 171.26761609534088, 155.98219877565066, 149.11392876522098], [68.54679874301266, 107.81681640765345, 177.72091726257372, 170.5125626580572, 156.03413963751086, 149.11583049545553], [68.19490573096958, 107.83056275413172, 177.96602301684956, 169.81315055365766, 156.09016670581408, 149.11646661070517], [67.72147402267817, 108.04254810622618, 178.05314155482148, 169.27580834059484, 156.09399694740102, 149.20343100714422], [67.46991256672584, 108.0803908712889, 178.07434191654193, 169.08726919012085, 156.08650062974579, 149.20825302983488], [67.45474445830874, 107.9725081209317, 178.03036277561893, 169.19658419802937, 156.08840826649595, 149.2587107910356], [67.28610757907725, 108.0988336380461, 178.0111754650743, 169.2908038101263, 156.09239101393305, 149.2551260290156], [66.94624283539835, 108.20539777835751, 178.50256133178877, 169.44263573498202, 156.17354092588934, 149.59035889805], [67.01176975532073, 108.18263506425164, 178.59714245447455, 169.55216145319227, 156.21527848418233, 149.90477434475292], [67.02527027542553, 108.173163950099, 178.64698545485575, 169.75763651575, 156.20139115420292, 150.04199714768225], [67.47256581272717, 107.84526377412496, 178.6455620136217, 169.81488688575607, 156.09891861047265, 149.82396795310893], [67.85367502900705, 107.58850229664553, 178.5596867491343, 169.6610471202376, 156.1079888265767, 149.80406856327033], [67.81114271627523, 107.66099993675212, 178.57682078647392, 169.6212713311563, 156.11342415406463, 149.7849742978979], [68.0769866693797, 107.39321418118307, 178.58055103489264, 169.5996857969134, 156.080327168048, 149.73203593466653], [68.18882533892014, 107.28884816382161, 178.59721055029368, 169.37639291133718, 156.0660264990181, 149.64150392554558], [68.18484793113937, 107.2155273805901, 178.75309714194742, 168.90050550908606, 156.03066927507842, 149.45769012246504], [68.33744606139726, 107.03662641996175, 178.80919769891673, 168.7416425852924, 155.97009268741897, 149.390255716121], [68.40872608205844, 106.94629765598114, 178.8526211989877, 168.62145902257794, 155.93358802420607, 149.44040784589598], [68.37770273714946, 106.84411354519843, 179.0086737551904, 168.43726544699908, 155.90682955952875, 149.5000000112173], [68.36465237307073, 106.85487109519781, 179.04105368235477, 168.33389484119772, 155.92861055420892, 149.62242498199615], [68.24701587781719, 106.88741044409767, 178.97187338951696, 168.1987286974345, 155.92713396471783, 149.6862051178732], [68.10859762187279, 106.90966135373336, 178.82383361589177, 168.13014285801387, 155.92249426949493, 149.6402831774496], [68.11147307067034, 106.83626644045522, 178.72875281030485, 167.75878989572055, 155.91359015659341, 149.43845282114518], [67.85690028356666, 107.0425779347535, 178.659448563982, 167.36655841832408, 155.9828245489388, 149.26328297618053], [67.48519943318617, 107.4135907349586, 178.6158595134901, 166.9897629195563, 156.06765519692314, 148.96555361103964], [67.10996235137989, 107.8499547906565, 178.49616666208948, 166.89145597919222, 156.14899531558504, 148.6419525210001], [67.05338835820803, 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[144.13900983738506, 159.06136380570564, 174.92869928539503, 179.08864058650974, 115.05064202687203, 59.1939600870665], [144.27480238717962, 159.4505468145693, 174.41307563851433, 179.01718784938672, 115.56704807704867, 58.65198316577104], [144.49352540457983, 159.71105304816535, 174.44080709454676, 178.97603819411825, 116.03848390839997, 58.196748401730915], [144.90129695033013, 160.02279265292393, 174.57335262599912, 178.92138478444727, 116.69724273701593, 57.637861621667845], [145.03482147502908, 160.23548666544752, 174.79094904773046, 178.83790777223163, 116.93636277441698, 57.503512750628055], [145.25263172446347, 160.47333787976413, 175.1683733798673, 178.64618820246633, 117.26087097273631, 57.336251458465114], [146.0731371433829, 160.91129826518986, 176.11691340062953, 178.64978123882275, 117.51413669990632, 57.409034823936345], [146.37265377941662, 161.3080879011131, 176.34233737507756, 178.68216112195879, 117.70925607718937, 57.551412378420096], [147.0474462927574, 161.73938525118658, 176.87047713341016, 179.00504943900617, 118.05521307920321, 57.632955830991214], [147.50235291171356, 162.0055993645844, 177.2268165872139, 179.26710063719602, 118.2916827416802, 57.65643790734308], [147.73527152774943, 162.76399600559836, 176.35358009665856, 179.76029547630415, 119.9204976643002, 56.14906255354066], [148.75584092162066, 163.14519998976516, 177.0017459830823, 179.9315330380411, 120.91385280839586, 55.11446702652005], [149.13279480742833, 163.96965391236003, 176.33166665337689, 179.78674307624584, 123.13371017549989, 52.79092450221122], [149.45635927952776, 164.837051832922, 175.37266114487144, 179.95167473769442, 124.98030314193485, 50.81385877987508], [150.36375735911182, 165.75414441497452, 176.18228141956862, 179.88722679236974, 126.32757914538627, 49.0390508262401], [151.08695234408668, 166.51832469465722, 177.49828121210277, 179.9296685643247, 127.85557147401246, 47.244208759503124], [150.8193943096656, 167.47140992807823, 176.9720333842161, 179.76728845930256, 129.1738118414113, 45.87048316378438], [150.12338066484799, 168.59141266178065, 177.42221395218507, 179.75985967289668, 130.53454477217798, 44.78854258653046], [149.72872337569484, 169.75371395986045, 176.07514877043022, 178.1004779755403, 132.4676731568986, 43.518846519739014], [149.3782528318273, 170.53687956631614, 177.14620496599525, 177.74152571203533, 132.9679943008009, 44.72964443747484], [150.10389237078982, 171.50102784720582, 178.58400175933926, 177.30422279413543, 133.94610496667826, 45.928921731389124], [149.31520538012074, 171.89093710498034, 176.72319177138692, 177.3925753924794, 134.2988622111878, 45.82337353798102]]
#true = [89.65446228236605, 88.22130722956251, 87.92792602150264, 87.62829208879305, 86.74810904928303, 86.62085368202929, 87.25009184194896, 87.22100769087348, 86.60023013293987, 86.52896422822337, 86.7411108849349, 87.01055592600602, 86.32693682435315, 85.87498951431535, 83.8350768366698, 82.05179498991627, 81.34076220943686, 81.09483041233428, 80.64877652387032, 80.4006693376166, 78.87002689019417, 78.77294078905693, 79.66602162838907, 81.7986496033753, 88.23023531682692, 97.90381791768361, 110.32405838198102, 120.89959762216088, 138.4557526710933, 157.843313285859, 169.87439193116091, 175.43022757844184, 176.96950165270042, 175.00586605682707, 174.12399927870084, 174.55475507793187, 174.68702371122248, 174.91021152066713, 175.30976583805705, 175.23131029455456, 175.42226007914434, 175.2184881403495, 175.3123472985393, 175.13588778217039, 175.52811724790132, 175.34142222226293, 175.0894739817762, 174.71659126753758, 174.3870491567346, 171.65302881478715, 167.43601036795565, 160.95176231655344, 151.5161456453538, 138.90280008344044, 127.62397186460751, 116.02135930051445, 106.10992067924406, 98.93285358645724, 96.58720644485031, 83.52479366011731, 89.77755581770612, 83.41259043563194, 89.89287554027699, 98.1789559675451, 88.28062112463422, 103.95863988328747, 91.34168058951018, 99.70720267792623, 89.16115702045497, 76.2517574542091, 116.03167887933876, 94.39703327811495, 71.62302531875318, 74.42070348743164, 83.4389077394599, 85.45981304928371, 87.77777353278937, 91.09252807125567, 92.47023751961406, 94.60991366163513, 95.19741482022476, 96.00478335300387, 94.87912053640311, 91.4055284262194, 95.57840169851386, 98.11622336843942, 99.71822604873931, 101.88091807151814, 100.6880433534085, 101.15669211095812, 102.79198883947006, 109.65831306778522, 121.14959705830879, 127.16140337559091, 135.02750039315507, 145.71642174378113]
#tr_without_bgr_rgb = [89.65446228236605, 88.22130722956251, 87.92792602150264, 87.62829208879305, 86.74810904928303, 86.62085368202929, 87.25009184194896, 87.22100769087348, 86.60023013293987, 86.52896422822337, 86.7411108849349, 87.01055592600602, 86.32693682435315, 85.87498951431535, 83.8350768366698, 82.05179498991627, 81.34076220943686, 81.09483041233428, 80.64877652387032, 80.4006693376166, 78.87002689019417, 78.77294078905693, 79.66602162838907, 81.7986496033753, 88.23023531682692, 97.90381791768361, 110.32405838198102, 120.89959762216088, 138.4557526710933, 157.843313285859, 169.87439193116091, 175.43022757844184, 176.96950165270042, 175.00586605682707, 174.12399927870084, 174.55475507793187, 174.68702371122248, 174.91021152066713, 175.30976583805705, 175.23131029455456, 175.42226007914434, 175.2184881403495, 175.3123472985393, 175.13588778217039, 175.52811724790132, 175.34142222226293, 175.0894739817762, 174.71659126753758, 174.3870491567346, 171.65302881478715, 167.43601036795565, 160.95176231655344, 151.5161456453538, 138.90280008344044, 127.62397186460751, 116.02135930051445, 106.10992067924406, 98.93285358645724, 96.58720644485031, 83.52479366011731, 89.77755581770612, 83.41259043563194, 89.89287554027699, 98.1789559675451, 88.28062112463422, 103.95863988328747, 91.34168058951018, 99.70720267792623, 89.16115702045497, 76.2517574542091, 116.03167887933876, 94.39703327811495, 71.62302531875318, 74.42070348743164, 83.4389077394599, 85.45981304928371, 87.77777353278937, 91.09252807125567, 92.47023751961406, 94.60991366163513, 95.19741482022476, 96.00478335300387, 94.87912053640311, 91.4055284262194, 95.57840169851386, 98.11622336843942, 99.71822604873931, 101.88091807151814, 100.6880433534085, 101.15669211095812, 102.79198883947006, 109.65831306778522, 121.14959705830879, 127.16140337559091, 135.02750039315507, 145.71642174378113]

mp_drawing = mp.solutions.drawing_utils
mp_pose = mp.solutions.pose
#cap = cv2.VideoCapture('test.mp4')
cap = cv2.VideoCapture('Kaustuk_Trik.mp4')
elbow_list = []
shoulder_list = []
l = []
## Setup mediapipe instance
with mp_pose.Pose(min_detection_confidence=0.5, min_tracking_confidence=0.5) as pose:
    while cap.isOpened():
        ret, frame = cap.read()
        if not ret:
            break
        frameWidth = frame.shape[1]
        frameHeight = frame.shape[0]
        # Recolor image to RGB
        image = frame.copy()
        image.flags.writeable = False
        image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
        # Make detection
        results = pose.process(image)

        # Recolor back to BGR
        image.flags.writeable = True
        image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)

        # Extract landmarks
        try:
            landmarks = results.pose_landmarks.landmark

            # Get coordinates
            shoulder = [landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value].x,
                        landmarks[mp_pose.PoseLandmark.LEFT_SHOULDER.value].y]
            elbow = [landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].x,
                     landmarks[mp_pose.PoseLandmark.LEFT_ELBOW.value].y]
            wrist = [landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].x,
                     landmarks[mp_pose.PoseLandmark.LEFT_WRIST.value].y]
            hip = [landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].x,
                     landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].y]
            knee = [landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].x,
                     landmarks[mp_pose.PoseLandmark.LEFT_KNEE.value].y]

            r_shoulder = [landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.value].x,
                        landmarks[mp_pose.PoseLandmark.RIGHT_SHOULDER.value].y]
            r_elbow = [landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].x,
                     landmarks[mp_pose.PoseLandmark.RIGHT_ELBOW.value].y]
            r_wrist = [landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].x,
                     landmarks[mp_pose.PoseLandmark.RIGHT_WRIST.value].y]
            r_hip = [landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].x,
                     landmarks[mp_pose.PoseLandmark.RIGHT_HIP.value].y]
            r_knee = [landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].x,
                     landmarks[mp_pose.PoseLandmark.RIGHT_KNEE.value].y]
            #print(knee,hip,wrist,shoulder)
            # Calculate angle
            angle_elbow = calculate_angle(shoulder, elbow, wrist)
            angle_shoulder = calculate_angle(hip, shoulder, elbow)
            angle_hip = calculate_angle(knee, hip, shoulder)
            r_angle_elbow = calculate_angle(r_shoulder, r_elbow, r_wrist)
            r_angle_shoulder = calculate_angle(r_hip, r_shoulder, r_elbow)
            r_angle_hip = calculate_angle(r_knee, r_hip, r_shoulder)
            k = [angle_shoulder, angle_hip, angle_elbow, r_angle_elbow, r_angle_hip, r_angle_shoulder]
            l.append(k)
            elbow_list.append(angle_elbow)
            shoulder_list.append(angle_shoulder)
            # Visualize angle
            cv2.putText(image, str(int(angle_elbow)),
                        tuple(np.multiply(elbow, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_shoulder)),
                        tuple(np.multiply(shoulder, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(angle_hip)),
                        tuple(np.multiply(hip, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_elbow)),
                        tuple(np.multiply(r_elbow, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_shoulder)),
                        tuple(np.multiply(r_shoulder, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
            cv2.putText(image, str(int(r_angle_hip)),
                        tuple(np.multiply(r_hip, [frameWidth, frameHeight]).astype(int)),
                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2, cv2.LINE_AA)
        except:
            print("not detected")
            pass


        # Render detections
        mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_pose.POSE_CONNECTIONS)

        cv2.imshow('Mediapipe Feed', image)

        if cv2.waitKey(10) & 0xFF == ord('q'):
            break

    cap.release()
    cv2.destroyAllWindows()
    #print(elbow_list)
    #score, score_n = dt(true,elbow_list)
    #print(score, score_n)
    #print(f'final score: {score_n}')
    #plt.plot(elbow_list)
    #plt.plot(shoulder_list)
    #plt.show()
    print(l)
    arr = np.array(l)
    print(arr.size)
    print(f'fgrfg{dt_n(ang,l)}')