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Object Recognition
Zia Object Recognition detects, locates, and recognizes individual objects in an image file. It can identify 80 different kinds of common objects from images. Zia can recognize 80 kinds of specific object types, some of which include: person, car, dog, chair, traffic light, knife, umbrella, and cellphone.
Execute Object Recognition
Description
This API is used to detect, locate, and recognize individual objects in an image file. The response returns the coordinates of each detected object in the image, its type, and the confidence score of each recognition.
You must specify the path to the image file in the API request, as shown in the sample request.
Request Details
Request URL
http://api.catalyst.zoho.com/baas/v1/project/{project_id}/ml/detect-object
Request Headers
Authorization: Zoho-oauthtoken {oauth_token}
content-type: multipart/form-data; boundary=—-WebKitFormBoundary7MA4YWxkTrZu0gW
Optional Headers
CATALYST-ORG: {org_id}
Environment: Development
Scope
ZohoCatalyst.mlkit.READ
Request JSON Properties
The image file that is to be processed for object recognition. You must provide the path to it in your local system.
Allowed formats: .webp, .jpeg, .png, .txt
File size limit: 10 MB
Response Details
The response will contain the details of each individual object detected, which includes its co_ordinates, object_type, and the confidence score of the detection.
curl -X POST
https://api.catalyst.zoho.com/baas/v1/project/56000000405001/ml/detect-object
-H “Authorization: Zoho-oauthtoken 1000.910*************************16.2f*************************57”
-H “Content-Type: multipart/form-data; boundary=—-WebKitFormBoundary7MA4YWxkTrZu0gW”
-F “file=@attachment1.txt” \
{
"status":"success",
"data":{
"objects":[
{
"co_ordinates":[
37,
94,
704,
434
],
"object_type":"dog",
"confidence":"98.92"
},
{
"co_ordinates":[
20,
67,
202,
120
],
"object_type":"umbrella",
"confidence":"97.05"
}
]
}
}
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