Logo recognition allows companies to detect where on the web their brand logo appears. Companies pay hefty amounts to sponsor events and raise brand visibility. This brand awareness benefits companies in different ways like new leads and sales, keeping the brand at the top of customer minds.
Artificial Intelligence can help in recognizing a brand that is floating on the internet. There are many software and APIs which can help us in recognizing the company logo. Below is a list of top logo detection APIs
In this post, I will explain logo detection using Google Cloud Vision API. I will try to integrate other APIs as well for logo detection in future posts.
Google Cloud Vision API can detect popular product logos within an image. We can detect logos by passing URL or base64-encoded-image. In Salesforce, we already have base64 data of images in ContentVersion object so we can easily pass that into the request body. For processing images using URL, we can use chatter feed URL for the image.
Let us go with step by step guide for integrating Google Cloud Vision API for logo detection. Below steps are required for API call
- Get Access Token from Google to call API
- Create Apex class to call API
- Create LWC Component to show brand
1. Get Access Token from Google to call API
Refer blog http://salesforcecodex.com/2020/02/integrating-google-api-with-salesforce/ to get access token for Google Cloud Vision API.
You need to enable Google Cloud Vision API for access token from https://console.cloud.google.com/apis/library/vision.googleapis.com. Use the below scope in GoogleAuthService class.
private static string scope='https://www.googleapis.com/auth/cloud-vision';
2. Create Apex class to call API
Let us create apex class to call Google Cloud Vision API. We have to use auth token generated from the above step. We have to get auth token from custom metadata GoogleAuthSetting__mdt before calling API. We are updating this metadata in the previous step after getting token.
API Detail
API Url : https://vision.googleapis.com/v1/images:annotate
Above API will be called as POST method. For this post, I am using blob image to get brand information. Sample JSON request data will be like this
{
"requests": [
{
"image": {
"content": "base64-encoded-image" //This will be content version data
},
"features": [
{
"type": "LOGO_DETECTION" // type for logo detection
},
]
}
]
}
Response data will be like this.
{
"responses": [
{
"logoAnnotations": [
{
"mid": "/m/045c7b",
"description": "salesforce",
"score": 0.980325,
"boundingPoly": {
"vertices": [
...........// index detail
]
}
}
]
}
]
}
Request, response and API call will be like below code. LogoRequest and LogoResponse are wrapper classes for above request and response JSON data.
Apex Method Detail :
getAccessToken : This method will get token detail which is generated from step 1 and used in getLogo methods.
getLogoCases: This will get all cases which is for logo recognition. This will used in LWC to show dropdown selection.
getImage : This will get image information related to case. Image is shown in frame to visualize which image is being processed by API.
getLogoInformation: This will get brand information by calling Google Cloud Vision API. It will return list of brands on images.
LogoInformation wrapper class list is returned with brandName and accuracy score.
By default, Google Cloud Vision API returns 10 rows. If you need to get more rows similar to our demo image then provide maxResults value. This attribute shows how many rows Google API will return. The attribute is set up in getLogo method in request parameters.
3. Create LWC Component to show brand
Create LWC component to show and process image. Based on shown image and case, it will process request.
When LWC Component is opened, it will show list of all case which is created as Logo Recognition record type.
handleCaseChange : This will call apex method getImage to get image and show that in iframe.
getBrandDetail: This will call apex method getLogoInformation to get brand information and show in datatable.
Sample Output:
Demo Video:
Reference:
https://cloud.google.com/vision/docs
https://cloud.google.com/vision/docs/detecting-logos
https://developer.salesforce.com/docs/component-library/documentation/en/lwc
2 comments
Very Nice and informative stuff. Its very helpful
What if based on text need to return logo of a brand?
Hello Sonal, Please elaborate your use case in detail. As per your question, You want to download logo based on text provided from multi logo image? You can tryout https://clearbit.com/logo for logo download based on brand name.
Thank You,
Dhanik