Mediapipe FaceMesh package\library predicts different values in JavaScript and Python for the same image.

[GauravGargBrainalive]

Have I written custom code (as opposed to using a stock example script provided in MediaPipe)

None

OS Platform and Distribution

Windows 10

Mobile device if the issue happens on mobile device

No response

Browser and version if the issue happens on browser

Chrome 124

Programming Language and version

Python, JavaScript

MediaPipe version

0.10.14

Bazel version

No response

Solution

FaceMesh

Android Studio, NDK, SDK versions (if issue is related to building in Android environment)

No response

Xcode & Tulsi version (if issue is related to building for iOS)

No response

Describe the actual behavior

Predicted x, y, and z coordinates are different in Python and JavaScript for the same image. Especially z-axis coordinates are drastically different for the same image.

Describe the expected behaviour

Predicted x, y, and z coordinates should be same in Python and JavaScript for the same image.

Standalone code/steps you may have used to try to get what you need

I used the example JavaScript and Python codes provided by Mediapipe itself on the same Mr. Obama image https://storage.googleapis.com/mediapipe-assets/portrait.jpg. and the results were different.

Face-Mesh Point	X_JS	X_Python	Y_JS		Y_Python	Z_JS		Z_Python
1	0.4953275919	0.4962467253	0.2499849796	0.2503203154	-0.0341293402	-0.03281677142
2	0.4952259958	0.4966411591	0.2243378162	0.2260127217	-0.06387960911	-0.06378693879
3	0.4951392412	0.4962994158	0.2315347046	0.2329802364	-0.03730415925	-0.03675406426
4	0.4865338504	0.4875545502	0.1946880221	0.1962841451	-0.04655493423	-0.04699527472
5	0.4952411056	0.4965557456	0.2151177973	0.2167547047	-0.06689021736	-0.06680081785
6	0.4952293038	0.496286124	0.2032620162	0.2048110962	-0.06147112697	-0.06165205315
7	0.4951263666	0.4959187508	0.1746290177	0.1760318279	-0.0294492133	-0.03034871817
8	0.4275538623	0.4284173548	0.1733976603	0.1741208583	0.0150804054	0.01366308983
9	0.4945533276	0.495467633	0.1584439576	0.1590103209	-0.01955526322	-0.02090815268
10	0.4946834445	0.495470345	0.1476486325	0.1480425149	-0.01991106197	-0.02154051885
11	0.4944042265	0.4947265089	0.09889739752	0.0998595655	-0.002733494621	-0.005578981712
12	0.4955603182	0.4963900149	0.2528060079	0.2532274723	-0.03303457052	-0.03164954856
13	0.4956127703	0.4966290295	0.255091697	0.2555699646	-0.03068082407	-0.02927533165
14	0.4952919781	0.4964316487	0.2564817369	0.2570778131	-0.02686282806	-0.02513289265
15	0.4950814843	0.4960390031	0.2743864357	0.2741026282	-0.01542252023	-0.0151397828
16	0.49507007	0.4961285293	0.2775472999	0.277528286	-0.01814575121	-0.01752268523
17	0.4956121445	0.4965378344	0.2821391523	0.2822179198	-0.02149847336	-0.02090728097
18	0.4956787527	0.4967516363	0.2872356176	0.2873238325	-0.0208142437	-0.02019753307
19	0.4953364432	0.4967119992	0.2979331911	0.2978759408	-0.01393090095	-0.01326684933
20	0.4950995743	0.4966026545	0.2290739864	0.2307900935	-0.05895316228	-0.05859681219
21	0.4836624563	0.4844862521	0.2280116826	0.2298510373	-0.0443380326	-0.04399940744
22	0.3811182976	0.3806496263	0.142507866	0.1433663666	0.06672600657	0.06409111619
23	0.4536889791	0.4539153278	0.1789241582	0.1795685291	0.005073557608	0.003979737405
24	0.444001168	0.4443534315	0.1794366241	0.180105269	0.00505645154	0.003865455743
25	0.4341331124	0.4345858097	0.1794137359	0.1802324206	0.007266511209	0.005994037725
26	0.4213902354	0.4219992161	0.1767096072	0.1777107716	0.01595621742	0.0146002518
27	0.4617885351	0.4620462954	0.1776348203	0.1784350276	0.005846736021	0.004778174218
28	0.438444823	0.4385261536	0.160910666	0.1610320956	0.001931236126	0.0003166517708
29	0.4495214522	0.4500073791	0.1609023213	0.1611742079	0.003029423533	0.001482099877
30	0.4282048643	0.4280272126	0.1629779935	0.1631821543	0.004440645687	0.002789072692
31	0.4216232598	0.4213406444	0.1660068929	0.1664222926	0.008607599884	0.006981397979
32	0.4108237624	0.4111444056	0.1817473918	0.1828044653	0.02030791342	0.01903536357
33	0.4531444609	0.4546850324	0.3110624552	0.3112723231	-0.001436025486	-0.0005043647834
34	0.42354846	0.4243764877	0.1726832688	0.173448205	0.01847418025	0.01700816117
35	0.3781524301	0.3783522546	0.1801301092	0.1810958683	0.0669996962	0.06543952972
36	0.3981128037	0.3982720375	0.1786056608	0.1795902252	0.03103662282	0.02952355146
37	0.4392846227	0.440176487	0.2124982625	0.2139426172	-0.01085187029	-0.01116669737
38	0.4770307541	0.4777837992	0.2482502759	0.2485163659	-0.03322615474	-0.03208759427
39	0.4779077768	0.4788942635	0.2542628646	0.2549599409	-0.02873761393	-0.02748232894
40	0.4600723088	0.4607718885	0.249212727	0.2497465909	-0.0258091148	-0.02480020188
41	0.4482121766	0.4491218925	0.2509407401	0.2516342998	-0.0135819437	-0.01268649288
42	0.4634815156	0.4645228684	0.2535875142	0.254370302	-0.02229217812	-0.02115164883
43	0.452270031	0.4534193575	0.2539408207	0.2546806633	-0.0112487236	-0.01022402942
44	0.4364495575	0.4377044439	0.2693584561	0.270267427	0.007827579044	0.008559887297
45	0.4859107733	0.4872134328	0.2242529988	0.2259887606	-0.06322275102	-0.06302112341
46	0.4853794575	0.4865698814	0.2150073946	0.2166437656	-0.06574071199	-0.06574708223
47	0.40697065	0.4069055319	0.1624230146	0.163099438	0.009982899763	0.008035516366
48	0.463665992	0.4645985663	0.1924758852	0.1937330365	-0.009969214909	-0.01062627696
49	0.4578531682	0.4590221047	0.2180217952	0.2193817496	-0.03648308665	-0.03649274632
50	0.4574587047	0.4586887658	0.2129099816	0.214212358	-0.03245982155	-0.03256874159
51	0.4077445269	0.4083143175	0.2104070485	0.2119886875	0.002345194574	0.001795076532
52	0.4859595001	0.4870518744	0.2040574849	0.2056310773	-0.05824156478	-0.05849495903
53	0.4334914684	0.4334718585	0.1536534727	0.1540183723	-0.007601783145	-0.009591339156
54	0.4181155264	0.4180983901	0.1569732279	0.1574450135	-0.0005067570601	-0.002560565248
55	0.3913681805	0.3911850452	0.1267855465	0.1275556535	0.04795076326	0.04498065636
56	0.476893723	0.4773468375	0.1584954262	0.1586653888	-0.01616148651	-0.0176832471
57	0.4588955045	0.4597150087	0.1631852984	0.1637908816	0.006602808833	0.005204047076
58	0.4271091223	0.4281856716	0.2560999691	0.257252574	0.008867606521	0.009518791921
59	0.3891071379	0.3904497027	0.2659127414	0.2668627501	0.08528228849	0.08575545996
60	0.4652294219	0.4662977755	0.2236361057	0.2251951694	-0.03215875849	-0.03196389973
61	0.475092411	0.4759733677	0.2267323136	0.2282044291	-0.03437566012	-0.03404472396
62	0.4337176383	0.435451746	0.2557068169	0.256680131	0.01043449063	0.01118498761
63	0.4367777407	0.4383981526	0.2558500767	0.2568000853	0.008436542936	0.009233389981
64	0.4120060503	0.4118517041	0.1520329416	0.152507931	0.005942528136	0.003792144591
65	0.456343621	0.457380265	0.2206734419	0.2219199389	-0.03079030104	-0.03071099706
66	0.4531182647	0.4532078207	0.1536941081	0.1538772583	-0.01285666134	-0.01468300819
67	0.4512122273	0.4512696266	0.1467552036	0.1466935277	-0.01450565271	-0.01653469913
68	0.4345588684	0.4348743558	0.1044823006	0.1053127348	0.01014027279	0.00694759842
69	0.4015272856	0.4014271498	0.1378430277	0.1385805011	0.02504277788	0.02253319696
70	0.4433939159	0.4438028932	0.1231617406	0.1238321289	-0.002312693745	-0.004917635117
71	0.400128752	0.3999865353	0.1585022509	0.1593456268	0.01937736385	0.01721062884
72	0.3899805546	0.3898555934	0.1502993256	0.1511326581	0.04299694672	0.04062649235
73	0.4773344398	0.4780908823	0.2516015172	0.2521006763	-0.03177559003	-0.03055342846
74	0.4619699419	0.4628073573	0.2517604232	0.2523373365	-0.02405748889	-0.02295834571
75	0.4504178166	0.4513652623	0.2522734106	0.2530916929	-0.01311666798	-0.01214151271
76	0.4677629173	0.4687919617	0.2249841392	0.2265149206	-0.03070819378	-0.03049810976
77	0.4352476895	0.4369395673	0.2557784319	0.2566945851	0.009305513464	0.01009306684
78	0.4422974288	0.4439328909	0.2643632293	0.2649307847	0.004211429041	0.00494137872
79	0.4381857514	0.4398316741	0.2560916245	0.2570749521	0.008108112961	0.008896660991
80	0.4721913636	0.4732239842	0.2229082137	0.2247574776	-0.04748548567	-0.04740978032
81	0.4539803267	0.4552795887	0.2545477748	0.2554861009	-0.01009237673	-0.008898314089
82	0.4650569558	0.4662540257	0.2545394301	0.2554031312	-0.01858365722	-0.01720207743
83	0.4789112508	0.4799306095	0.2555392683	0.2563303113	-0.02487856336	-0.02333262563
84	0.4772198498	0.4784508049	0.2967338264	0.2968652248	-0.0129045574	-0.01226266194
85	0.4780830443	0.4791652262	0.2864118814	0.286447078	-0.01945947111	-0.01894259267
86	0.4782478213	0.4791833758	0.2811506391	0.2812159359	-0.01965105534	-0.01915970445
87	0.4786765575	0.4796504378	0.2767798603	0.2768026292	-0.01595621742	-0.01544217952
88	0.4797808826	0.4807392359	0.2736701667	0.273421973	-0.01357510127	-0.01335068792
89	0.4554007947	0.4568289816	0.2681380212	0.268255353	-0.00179439038	-0.001365894685
90	0.4535627067	0.4549063444	0.2692814171	0.2694871128	-0.003821418388	-0.003218645928
91	0.4511852264	0.4527039826	0.271804601	0.271933496	-0.005244614556	-0.004620367661
92	0.4497658014	0.4513180852	0.2747239172	0.2748639286	-0.00353746349	-0.002879289677
93	0.4408345819	0.4418218732	0.2423406094	0.2436484843	-0.01098187454	-0.01036170218
94	0.3775986433	0.3782017529	0.2207632065	0.2216496021	0.1043312252	0.1037348509
95	0.4951903522	0.4964382946	0.2308345735	0.2325368226	-0.04477594048	-0.04448447004
96	0.4476200044	0.4490242898	0.2635585964	0.2641305923	0.005080399569	0.00567482831
97	0.4448621869	0.4463846385	0.2637807429	0.2644153833	0.00400273921	0.004706138279
98	0.4786875546	0.479408145	0.2300620079	0.2314685583	-0.03470408916	-0.03422871605
99	0.4594185352	0.4603877962	0.2251203954	0.2263363898	-0.02293535322	-0.02264516056
100	0.47693187	0.4777514338	0.2285747528	0.229999885	-0.03500515223	-0.0346291624
101	0.452186197	0.453044951	0.1965049207	0.1978377104	-0.007204930298	-0.007830927148
102	0.4344129562	0.4350091219	0.2011175156	0.2026010305	-0.005627783015	-0.006246800069
103	0.4545865655	0.4557477236	0.2162003666	0.2174617946	-0.0265207123	-0.0265425723
104	0.4085493684	0.4086880982	0.1137587801	0.1145229414	0.02795759402	0.0248288475
105	0.4187584519	0.4189514816	0.1286385953	0.1293465793	0.01048922911	0.007910045795
106	0.4296827614	0.4295302629	0.1472402066	0.1473651826	-0.004331169184	-0.006495933514
107	0.4468304515	0.4479699135	0.2803823948	0.2808273435	0.00159254286	0.002309115836
108	0.4737387598	0.4741367996	0.1476341188	0.1477080584	-0.01919946261	-0.02101484872
109	0.4674459398	0.4680269063	0.1211702153	0.1219624355	-0.009161825292	-0.01166286319
110	0.4619847834	0.4624146521	0.09983859956	0.1007908881	-0.0003581510682	-0.003403902752
111	0.4262961745	0.4269303381	0.1786077768	0.179492265	0.01151557267	0.01019464433
112	0.3985923529	0.3990648389	0.1870584935	0.1881930232	0.02568595298	0.02444357798
113	0.4668663144	0.4673139155	0.1756771207	0.1766520143	0.007567571942	0.006491306704
114	0.4106962681	0.4107018709	0.1699739993	0.1707654446	0.01725625247	0.01562421676
115	0.471481055	0.4724300206	0.1875727475	0.1889266521	-0.01371194795	-0.01441772562
116	0.4660747945	0.4673011601	0.2165625393	0.2181691974	-0.04685599729	-0.0469038114
117	0.3865929842	0.3872073293	0.1936977208	0.1949181557	0.03590833396	0.0348212868
118	0.4063149691	0.4066482484	0.1909326762	0.1922115684	0.01583305746	0.01478927489
119	0.4194496274	0.4197103679	0.1927769929	0.1941549927	0.006503595971	0.005588631611
120	0.4391211271	0.4395162761	0.1922050118	0.1933956444	0.001252994174	0.0004175204958
121	0.4537838101	0.4544323385	0.1896422058	0.1906525642	-0.0002253678977	-0.001033962471
122	0.4645504057	0.4652405679	0.1863701195	0.1874264181	-0.00283612893	-0.003648719518
123	0.4854136705	0.4862572551	0.1769844592	0.178371951	-0.02519330941	-0.02609810792
124	0.3860667646	0.3869752586	0.2099191248	0.2112889588	0.03163874522	0.03092277981
125	0.4017217159	0.4017414451	0.1697295159	0.17055583	0.02177216485	0.02000879869
126	0.4892106652	0.4905350506	0.2286226749	0.2305085361	-0.05835104361	-0.05809833854
127	0.4628596306	0.4638948143	0.2005172372	0.2018171847	-0.01577831805	-0.01621625945
128	0.3746969998	0.3743168414	0.1801439822	0.1810148507	0.1010469273	0.09944074601
129	0.472532928	0.4733289182	0.1821773648	0.1832419336	-0.004115636926	-0.004854113795
130	0.4532687068	0.4542648494	0.2162264884	0.2174031883	-0.01447828393	-0.01449708641
131	0.4173451364	0.4174436927	0.1735344827	0.1745341867	0.02025317587	0.01879479922
132	0.4660912752	0.4673057497	0.2103283405	0.2117486149	-0.04201165587	-0.04217609391
133	0.3818065226	0.38283813	0.242738694	0.2435099781	0.09721524268	0.09717708081
134	0.4662737846	0.4668203294	0.1732783318	0.1742458194	0.01112556178	0.009955260903
135	0.4763497114	0.4774244428	0.2065055668	0.2080755979	-0.0522477217	-0.05246785656
136	0.4093211293	0.4106890559	0.2849492431	0.2858921587	0.0369483605	0.03767703101
137	0.4117124081	0.4132705033	0.2987605333	0.2995161414	0.0503045097	0.05150611326
138	0.3780210018	0.3792757392	0.216479972	0.2175210416	0.06814920157	0.06740799546
139	0.3961881399	0.3976608813	0.2725670338	0.2735592127	0.04726653174	0.04771510139
140	0.3837443292	0.3835634887	0.1636189371	0.1645524055	0.05813208967	0.05612047017
141	0.4519476593	0.4536469877	0.3229494691	0.323007375	0.001703729969	0.002895506565
142	0.4906129539	0.4916695356	0.2304446548	0.2322823554	-0.04428329691	-0.04386295006
143	0.4524861574	0.4534354508	0.2059153318	0.2072042078	-0.01249402016	-0.01283519994
144	0.3888820112	0.389161855	0.1803689599	0.1812626421	0.04116320983	0.03966610506
145	0.4367022514	0.4372588396	0.174265027	0.1749057919	0.009134455584	0.007797602564
146	0.4444746375	0.4447845519	0.1744532436	0.1750090718	0.006729391403	0.005448455457
147	0.4405303001	0.4422944188	0.2660368085	0.2664754689	0.005487516057	0.006239614915
148	0.3859144449	0.3871454597	0.2285290956	0.2299376577	0.03388301656	0.03355992958
149	0.4717614651	0.4738053083	0.3384546041	0.338016361	0.0007214338402	0.002429809421
150	0.4395595491	0.4412468374	0.3228964508	0.3230843842	0.02346905135	0.02492091991
151	0.4267231822	0.4281943738	0.3124600947	0.3130700886	0.03612728789	0.03749997169
152	0.4946457148	0.4951276183	0.1211262867	0.122014083	-0.01139241178	-0.01365975104
153	0.4946484864	0.4967271388	0.3404041827	0.3395709097	-0.002039002255	-0.0001560689125
154	0.4521760345	0.4523115456	0.1741112471	0.1746647209	0.006448857486	0.005243324209
155	0.4595559835	0.4596696794	0.1736663729	0.1744174659	0.008169692941	0.007007846609
156	0.4643839002	0.464702487	0.1736289412	0.1744999737	0.0105439676	0.009367762133
157	0.3937428594	0.3935947418	0.1678631157	0.1687763929	0.03240508214	0.03055144288
158	0.4572844207	0.4575890303	0.1687301248	0.1693799347	0.007971267216	0.006645753048
159	0.4490806162	0.4495478868	0.1669410169	0.1672971398	0.005453304388	0.0040207766
160	0.4416297078	0.4422083795	0.1668556631	0.1670604944	0.005470409989	0.003970665857
161	0.4340766072	0.4348151088	0.1681705862	0.1684081256	0.007588098757	0.006044679787
162	0.4291208982	0.4299289584	0.1699583679	0.1703059524	0.01095450483	0.009430760518
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