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API For Body Mesurement

Overview

Extract a minimum of 10 image frames from the user's recorded video. Convert each frame into a Base64-encoded string and send it to the API below. Retrieve the body measurement data from each frame, then compute the average measurement values.

Refer to the JavaScript function provided below for implementation:

API Parameters

height: Represents the height of the person in centimeters (e.g., 170 cm).

data_url: Base64-encoded image.

options: JSON object (e.g., { "gender": "male" }).

Response:

{"measurements": {
"height": 170.0,
"head circumference": 80.23638694648858,
"neck circumference": 58.05586504703233,
"shoulder to crotch height": 66.64048783751635,
"chest circumference": 146.9238602377488,
"waist circumference": 143.26390026930247,
"hip circumference": 146.77859655883444,
"wrist right circumference": 26.789086251565763,
"bicep right circumference": 43.92618307189308,
"forearm right circumference": 39.76687265872616,
"arm right length": 68.94544848538916,
"inside leg height": 62.00066016414892,
"thigh left circumference": 79.64696263068161,
"calf left circumference": 58.2417319148883,
"ankle left circumference": 32.715464056093744,
"shoulder breadth": 56.40246768565878,
"elbow sleeve length": 44.2585615657587,
"fullsleeve length": 71.91923099797788,
"short sleeve length": 17.6107416066968,
"threefourth sleeve length": 57.88910828278023,
"apex point length": 32.24523413028825,
"bust distance length": 24.855142416042188,
"back blouse geodesic length": 58.40308126989794,
 "back neck geodesic depth": 43.243282000626245,
"back shoulder geodesic length": 66.79042882457487,
"bust end geodesic length": 45.24025780821338,
"front blouse geodesic length": 54.98968893197978,
 "front neck geodesic depth": 32.208438919734526,
"front shoulder geodesic length": 52.343352137366466,
"shoulder geodesic length": 50.57015199116278,
"shoulder to neck geodesic length": 17.608969153266436,
 "crotch geodesic length": 67.21112598513687,
"armhole circumference": 56.734351328692526,
"elbow sleeve circumference": 39.83717292904057,
"fullsleeve circumference": 47.63419414687071,
 "fullsleeve wrist circumference": 30.097922411223756,
 "short sleeve circumference": 49.725522148909825,
"threefourth sleeve circumference": 37.10662271930284,
 "bust circumference": 147.04417051028292,
"collar circumference": 58.05586504703233,
"lower bust circumference": 135.9939100720969,
"upper bust circumference": 150.53178515885102,
"slit length": 66.03175677015186,
"stomach circumference": 140.32885727101308,
"total length": 135.57294417350622,
"lehenga length": 83.58540601086396,
"ankle circumference with heel": 42.60425106582653,
"custom thigh left circumference": 188.69974434213697,
"knee right circumference": 53.97482996248037
 },"duration_ns": 12998489204,
"bbox": {
     "x": 21.98189926147461,
     "y": 216.79957580566406,
     "w": 552.5516967773438,
    "h": 478.2569885253906
     },
"detections_count": 2,
"mesh_glb_string": " WKw+o7HVPSHp/j2gkJk+fDKPPUI7wT0PZtI+C6ytPTDlODv9NP0+QC1cPv5IoL2gxUg/UZGnPijEob1y30c/jQimPjBoob2DdEc/9lakPm74n72QE0c/QKeiPhx0oL3H/UY/ueigPiqVpL0bXkc/EA6fPlbgnb1GH0g/AaCjPuVapb2g7kg/Mp6iPsAdpr2+W0k/AbCjPspkn71Bh0g/NdqkPg==",
"landmark_vertices": {
 "HEAD_TOP": [
 0.190010666847229,
-0.8631902933120728,
-0.39458513259887695
 ],
 "HEAD_LEFT_TEMPLE": [
0.190010666847229,
-0.8631902933120728,
-0.39458513259887695]}}
"NECK_ADAM_APPLE": [
  0.1357409805059433,
 -0.6248250007629395,
 -0.295664519071579],
"LEFT_HEEL": [
  0.14813925325870514,
  0.22950828075408936,
  0.02210818976163864],
"RIGHT_HEEL": [
   -0.33935803174972534,
    0.26237261295318604,
    -0.07759860157966614],
"LEFT_NIPPLE": [
   0.1787220686674118,
  -0.43111881613731384,
  -0.14253666996955872],
"RIGHT_NIPPLE": [
                -0.000312119722366333,
                -0.45058462023735046,
                -0.1938025802373886
            ],
            "SHOULDER_TOP": [
                0.13143739104270935,
                -0.6175336837768555,
                -0.2685210406780243
            ],
            "INSEAM_POINT": [
                0.02450387552380562,
                -0.19460022449493408,
                -0.08979423344135284
            ],
            "BELLY_BUTTON": [
                0.0380917489528656,
                -0.27195802330970764,
                -0.0951119214296341
            ],
            "BACK_BELLY_BUTTON": [
                -0.011237243190407753,
                -0.385303795337677,
                0.1522803008556366
            ],
            "CROTCH": [
                0.018007799983024597,
                -0.1643480658531189,
                -0.0842016339302063
            ],
            "PUBIC_BONE": [
                0.024960633367300034,
                -0.22201207280158997,
                -0.08399774134159088
            ],
            "RIGHT_WRIST": [
                -0.03898462653160095,
                -0.22085368633270264,
                -0.4881841242313385
            ],
            "LEFT_WRIST": [
                0.44518792629241943,
                -0.24500471353530884,
                -0.2803589403629303
            ],
            "RIGHT_BICEP": [
                -0.13583692908287048,
                -0.4525372385978699,
                -0.2679249346256256
            ],
            "RIGHT_FOREARM": [
                -0.15789252519607544,
                -0.31262925267219543,
                -0.37137672305107117
            ],
            "LEFT_SHOULDER": [
                0.30916696786880493,
                -0.6408054828643799,
                -0.15940986573696136
            ],
            "RIGHT_SHOULDER": [
                -0.07458436489105225,
                -0.65451979637146,
                -0.2678265869617462
            ],
            "LOW_LEFT_HIP": [
                0.12364906072616577,
                -0.2775256037712097,
                0.014699190855026245
            ],
            "LEFT_THIGH": [
                0.2725394368171692,
                -0.3079119324684143,
                -0.07043242454528809
            ],
            "LEFT_CALF": [
                0.3579905331134796,
                -0.041356801986694336,
                -0.11447808146476746
            ],
            "LEFT_ANKLE": [
                0.23400425910949707,
                0.14333349466323853,
                -0.04079115390777588
            ],
            "CUSTOM_LEFT_SHOULDER": [
                -0.026732981204986572,
                -0.6693288087844849,
                -0.24731974303722382
            ],
            "CUSTOM_LEFT_ELBOW_SLEEVE": [
                -0.21195097267627716,
                -0.4447519779205322,
                -0.36260250210762024
            ],
            "CUSTOM_LEFT_WRIST_FULLSLEEVE": [
                -0.02416408061981201,
                -0.2450258880853653,
                -0.5280610918998718
            ],
            "CUSTOM_LEFT_SHORTSLEEVE": [
                -0.12448184192180634,
                -0.6077533960342407,
                -0.29395362734794617
            ],
            "CUSTOM_LEFT_THREEFOURTHSLEEVE": [
                -0.1524743139743805,
                -0.3412627875804901,
                -0.4577299654483795
            ],
            "CUSTOM_LEFT_SHOULDERAPEXPOINTSTART": [
                0.02731592394411564,
                -0.6905086636543274,
                -0.2313241958618164
            ],
            "CUSTOM_LEFT_APEXPOINT": [
                -0.007866229861974716,
                -0.46721914410591125,
                -0.20067614316940308
            ],
            "CUSTOM_RIGHT_APEXPOINT": [
                0.15450026094913483,
                -0.4259759783744812,
                -0.1472601294517517
            ],
            "CUSTOM_LEFT_BACK_BLOUSE_END": [
                -0.10123693943023682,
                -0.5020371675491333,
                0.03588850796222687
            ],
            "CUSTOM_BACK_NECK_DEPTH_END": [
                0.052288737148046494,
                -0.6183497905731201,
                0.01083641778677702
            ],
            "CUSTOM_LEFT_BACK_SHOULDER": [
                -0.11642744392156601,
                -0.601021945476532,
                -0.16523370146751404
            ],
            "CUSTOM_RIGHT_BACK_SHOULDER": [
                0.2637227773666382,
                -0.605093777179718,
                -0.02855532057583332
            ],
            "CUSTOM_LEFTBUST_END": [
                -0.03416186943650246,
                -0.42765578627586365,
                -0.1514674574136734
            ],
            "CUSTOM_FRONT_BLOUSE_LENGTH_END": [
                -0.04155852645635605,
                -0.3678644597530365,
                -0.11490311473608017
            ],
            "CUSTOM_FRONT_NECK_DEPTH_END": [
                0.10580037534236908,
                -0.5156023502349854,
                -0.19563640654087067
            ],
            "CUSTOM_RIGHT_FRONT_SHOULDER": [
                0.28389060497283936,
                -0.522268533706665,
                -0.13377410173416138
            ],
            "CUSTOM_LEFT_FRONT_SHOULDER": [
                -0.0418194979429245,
                -0.5513103008270264,
                -0.26027175784111023
            ],
            "CUSTOM_RIGHT_SHOULDER": [
                0.26514995098114014,
                -0.6473534107208252,
                -0.16858547925949097
            ],
            "CUSTOM_RIGHT_NECK": [
                0.19188901782035828,
                -0.6658241748809814,
                -0.22599780559539795
            ],
            "CUSTOM_LEFT_INDEX_KNUCKLE": [
                0.05643588304519653,
                -0.18641483783721924,
                -0.5324052572250366
            ],
            "CUSTOM_LEFT_PINKY_KNUCKLE": [
                -0.014076948165893555,
                -0.1857052743434906,
                -0.5779291391372681
            ],
            "CUSTOM_STOMACH": [
                0.028314784169197083,
                -0.2568506598472595,
                -0.07976342737674713
            ],
            "CUSTOM_TOTAL_LENGTH_END": [
                -0.38988417387008667,
                0.2127746343612671,
                -0.14804157614707947
            ],
            "CUSTOM_SLIT_LENGTH_END": [
                -0.17925307154655457,
                -0.284506231546402,
                -0.030852213501930237
            ],
            "CUSTOM_LEHENGA_LENGTH_START": [
                -0.11680585145950317,
                -0.3016766905784607,
                -0.04599522799253464
            ],
            "CUSTOM_RIGHT_KNEE": [
                -0.22933383285999298,
                -0.2126702070236206,
                -0.41184812784194946
            ],
            "CUSTOM_RIGHT_THIGH": [
                -0.0755820944905281,
                -0.2610480487346649,
                -0.09880933165550232
            ],
            "CUSTOM_CROTCH_BACK": [
                -0.0530729815363884,
                -0.32748740911483765,
                0.16758686304092407
            ]
        },
        "joint_vertices": {
            "pelvis": [
                -0.001697169616818428,
                -0.25873038172721863,
                0.0300299059599638
            ],
            "left_hip": [
                0.05229995399713516,
                -0.1662297546863556,
                0.044764336198568344
            ],
            "right_hip": [
                -0.08049685508012772,
                -0.17973481118679047,
                0.003939404152333736
            ],
            "spine1": [
                0.006680991500616074,
                -0.36228251457214355,
                0.08218679577112198
            ],
            "left_knee": [
                0.4066663980484009,
                -0.20325937867164612,
                -0.1421659141778946
            ],
            "right_knee": [
                -0.24755609035491943,
                -0.16587765514850616,
                -0.3619250953197479
            ],
            "spine2": [
                0.05317799746990204,
                -0.45328816771507263,
                -0.02523372881114483
            ],
            "left_ankle": [
                0.18953508138656616,
                0.16028228402137756,
                -0.02021922543644905
            ],
            "right_ankle": [
                -0.30958569049835205,
                0.20238232612609863,
                -0.13575230538845062
            ],
            "spine3": [
                0.07166463881731033,
                -0.49292075634002686,
                -0.0765286237001419
            ],
            "left_foot": [
                0.3106786012649536,
                0.23280437290668488,
                -0.03556735813617706
            ],
            "right_foot": [
                -0.41257622838020325,
                0.23976467549800873,
                -0.23992601037025452
            ],
            "neck": [
                0.10867613554000854,
                -0.6738606691360474,
                -0.1966608315706253
            ],
            "left_collar": [
                0.16944223642349243,
                -0.5828600525856018,
                -0.1164148673415184
            ],
            "right_collar": [
                0.014205804094672203,
                -0.5990946888923645,
                -0.16404718160629272
            ],
            "head": [
                0.14140985906124115,
                -0.6959437727928162,
                -0.29696694016456604
            ],
            "left_shoulder": [
                0.3028472065925598,
                -0.5955307483673096,
                -0.12680870294570923
            ],
            "right_shoulder": [
                -0.07597887516021729,
                -0.6062378287315369,
                -0.24356594681739807
            ],
            "left_elbow": [
                0.5230756402015686,
                -0.44073694944381714,
                -0.11694353073835373
            ],
            "right_elbow": [
                -0.20866525173187256,
                -0.3899646997451782,
                -0.3562993109226227
            ],
            "left_wrist": [
                0.4630441665649414,
                -0.2317211925983429,
                -0.2682965397834778
            ],
            "right_wrist": [
                -0.03394370153546333,
                -0.23999793827533722,
                -0.5026836395263672
            ],
            "left_hand": [
                0.4642835855484009,
                -0.15247775614261627,
                -0.3109009861946106
            ],
            "right_hand": [
                0.012553692795336246,
                -0.1792314648628235,
                -0.5549613833427429
            ]
        }
    }

Function Parameters

Array of measurement which is returned from the above Body Measurement API.

Next Step

Get Brand Size Prediction