AI Product View Tagging

AI Product View Tagging allows the user to extract the orientation and visibility tags of apparel images on human models.

Orientation can be one of Back, Front, Left or Right. Visibility can be one of Full, Partial or Swatch.

When Visibility is Swatch, Orientation is omitted.

This transformation supports png, jpeg, jpg, webp, cr2, nef, rw2, dng, orf, raw, heic, heif, avif, tiff and tif type of files.

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Output

Output Format: A JSON containing orientation and visibility tags.

Original Image

URL

https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg

React

<PixelBinImage
    url="https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg"
/>

JavaScript

import Pixelbin from "@pixelbin/core";

const obj = {
    cloudName: "dummy-cloudname",
    zone: "FIDrmb",
    version: "v2",
    transformations: [],
    filePath: "images/transformation/white-shirt.jpeg",
    baseUrl: "https://cdn.pixelbin.io",
};

const url = Pixelbin.default.utils.objToUrl(obj);

// url
// https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg

Node.js

const Pixelbin = require("@pixelbin/admin");

const obj = {
    cloudName: "dummy-cloudname",
    zone: "FIDrmb",
    version: "v2",
    transformations: [],
    filePath: "images/transformation/white-shirt.jpeg",
    baseUrl: "https://cdn.pixelbin.io",
};

const url = Pixelbin.url.objToUrl(obj);

// url
// https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg

Python

from pixelbin.utils.url import obj_to_url

obj = {
    "cloudName": "dummy-cloudname",
    "zone": "FIDrmb",
    "version": "v2",
    "transformations": [],
    "filePath": "images/transformation/white-shirt.jpeg",
    "baseUrl": "https://cdn.pixelbin.io",
}

url = obj_to_url(obj)

# url
# https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg

Golang

package main

import (
 "fmt"
 "github.com/pixelbin-dev/pixelbin-go/v2/sdk/utils/url"
)

func main() {
    obj := map[string]interface{}{
        "cloudName": "dummy-cloudname",
        "zoneSlug": "FIDrmb",
        "version": "v2",
        "transformations": []map[string]interface{}{
            
        },
        "filePath": "images/transformation/white-shirt.jpeg",
        "baseUrl": "https://cdn.pixelbin.io",
        "options": map[string]interface{}{},
    }

    urlstring, err := url.ObjToUrl(obj)

    if err != nil {
        fmt.Println(err)
    }
}

// url
// https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg

Kotlin

import com.pixelbin.url.UrlObj
import com.pixelbin.Utils
import com.pixelbin.transformation.TransformationObj

fun main(){
    val obj = UrlObj(
        cloudName = "dummy-cloudname",
        zone = "FIDrmb",
        version = "v2",
        transformation = arrayListOf(
            
        ),
        filePath = "images/transformation/white-shirt.jpeg",
        baseUrl = "https://cdn.pixelbin.io"
    )

    val url = Utils.objToUrl(obj)
}

// url
// https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg

C#

using System;
using System.Collections.Generic;
using System.IO;
using Pixelbin.Utils;

namespace ExampleNamespace
{
    class ExampleClass
    {
        static void Main(string[] args)
        {
            UrlObj obj = new UrlObj(
                version: "v2",
                cloudName: "dummy-cloudname",
                filePath: "images/transformation/white-shirt.jpeg",
                zone: "FIDrmb",
                baseUrl: "https://cdn.pixelbin.io",
                transformations: new List<UrlTransformation>() {
                    
                }
            );

            string url = Url.ObjToUrl(obj);
        }
    }
}

// url
// https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg

PHP

<?php
require 'vendor/autoload.php';
use Pixelbin\Utils\Url;

$obj = [
    "cloudName" => "dummy-cloudname",
    "zone" => "FIDrmb",
    "version" => "v2",
    "options" => [],
    "transformations" => [
        
    ],
    "filePath" => "images/transformation/white-shirt.jpeg",
    "baseUrl" => "https://cdn.pixelbin.io",
];

$url = Url::obj_to_url($obj);

// url
// https://cdn.pixelbin.io/v2/dummy-cloudname/FIDrmb/original/images/transformation/white-shirt.jpeg
?>

Context API Response

{
    "output": {
        "views": [
            {
                "visibility": {
                    "label": "Partial",
                    "confidence": 0.99999
                },
                "orientation": {
                    "label": "Front",
                    "confidence": 1
                }
            }
        ]
    }
}